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1
- {"question": "In the domain of Natural Language Processing, I know about the concept of neural networks, now I want to learn about the concept of training neural networks, what concept path should I follow?", "answer": "neural networks;training neural networks"}
2
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of neural language modeling, what concept path should I follow?", "answer": "optimization;machine learning resources;semi-supervised learning;neural networks;neural language modeling"}
3
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of query expansion, what concept path should I follow?", "answer": "linguistics basics;morphology and lexicon;query expansion"}
4
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of tsne, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;tsne"}
5
- {"question": "In the domain of Natural Language Processing, I know about the concept of Unsupervised learning, now I want to learn about the concept of k means, what concept path should I follow?", "answer": "Unsupervised learning;k means"}
6
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of kernels, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;kernels"}
7
- {"question": "In the domain of Natural Language Processing, I know about the concept of information retrieval, now I want to learn about the concept of social network extraction, what concept path should I follow?", "answer": "information retrieval;toolkits for information retrieval;information extraction;social network extraction"}
8
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of grammar checker, what concept path should I follow?", "answer": "natural language processing intro;chinese nlp;grammar checker"}
9
- {"question": "In the domain of Natural Language Processing, I know about the concept of heuristic search, now I want to learn about the concept of a* search, what concept path should I follow?", "answer": "heuristic search;a* search"}
10
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of word sense disambiguation, what concept path should I follow?", "answer": "structured learning;word distributions;vector representations;word embedding;word embedding variations;word sense disambiguation"}
11
- {"question": "In the domain of Natural Language Processing, I know about the concept of computer vision, now I want to learn about the concept of nlp and vision, what concept path should I follow?", "answer": "computer vision;nlp and vision"}
12
- {"question": "In the domain of Natural Language Processing, I know about the concept of bilingual word embeddings, now I want to learn about the concept of unsupervised machine translation, what concept path should I follow?", "answer": "bilingual word embeddings;monolingual word embeddings;unsupervised machine translation"}
13
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of prosody, what concept path should I follow?", "answer": "linguistics basics;prosody"}
14
- {"question": "In the domain of Natural Language Processing, I know about the concept of syntax, now I want to learn about the concept of first-order logic, what concept path should I follow?", "answer": "syntax;penn treebank;first-order logic"}
15
- {"question": "In the domain of Natural Language Processing, I know about the concept of penn treebank, now I want to learn about the concept of first-order logic, what concept path should I follow?", "answer": "penn treebank;first-order logic"}
16
- {"question": "In the domain of Natural Language Processing, I know about the concept of word embedding, now I want to learn about the concept of multilingual word embedding, what concept path should I follow?", "answer": "word embedding;word embedding variations;multilingual word embedding"}
17
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of language modeling, what concept path should I follow?", "answer": "probabilities;structured learning;word distributions;language modeling"}
18
- {"question": "In the domain of Natural Language Processing, I know about the concept of Unsupervised learning, now I want to learn about the concept of neural parsing, what concept path should I follow?", "answer": "Unsupervised learning;neural networks;neural parsing"}
19
- {"question": "In the domain of Natural Language Processing, I know about the concept of random walks and harmonic functions, now I want to learn about the concept of semi-supervised learning, what concept path should I follow?", "answer": "random walks and harmonic functions;semi-supervised learning"}
20
- {"question": "In the domain of Natural Language Processing, I know about the concept of semi-supervised learning, now I want to learn about the concept of convolutional neural networks, what concept path should I follow?", "answer": "semi-supervised learning;neural networks;convolutional neural networks"}
21
- {"question": "In the domain of Natural Language Processing, I know about the concept of semi-supervised learning, now I want to learn about the concept of recursive neural networks, what concept path should I follow?", "answer": "semi-supervised learning;neural networks;training neural networks;recursive neural networks"}
22
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of variational bayes models, what concept path should I follow?", "answer": "probabilities;variational bayes models"}
23
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of memory networks, what concept path should I follow?", "answer": "optimization;memory networks"}
24
- {"question": "In the domain of Natural Language Processing, I know about the concept of semi-supervised learning, now I want to learn about the concept of recursive neural networks, what concept path should I follow?", "answer": "semi-supervised learning;neural networks;training neural networks;recursive neural networks"}
25
- {"question": "In the domain of Natural Language Processing, I know about the concept of search, now I want to learn about the concept of expert systems, what concept path should I follow?", "answer": "search;logic and logical agents;expert systems"}
26
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of word sense disambiguation, what concept path should I follow?", "answer": "vector representations;structured learning;word distributions;word embedding;word embedding variations;word sense disambiguation"}
27
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of knowledge representation, what concept path should I follow?", "answer": "linguistics basics;knowledge representation"}
28
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of semi-supervised learning, what concept path should I follow?", "answer": "machine learning resources;semi-supervised learning"}
29
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of computational phonology, what concept path should I follow?", "answer": "linguistics basics;computational phonology"}
30
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of word embedding variations, what concept path should I follow?", "answer": "machine learning resources;word embedding;word embedding variations"}
31
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of multilingual word embedding, what concept path should I follow?", "answer": "linguistics basics;word embedding;word embedding variations;multilingual word embedding"}
32
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of edit distance, what concept path should I follow?", "answer": "natural language processing intro;edit distance"}
33
- {"question": "In the domain of Natural Language Processing, I know about the concept of evaluation of language modeling, now I want to learn about the concept of text generation, what concept path should I follow?", "answer": "evaluation of language modeling;text generation"}
34
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of memory networks, what concept path should I follow?", "answer": "optimization;memory networks"}
35
- {"question": "In the domain of Natural Language Processing, I know about the concept of summarization evaluation, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "summarization evaluation;scientific article summarization"}
36
- {"question": "In the domain of Natural Language Processing, I know about the concept of latent variable models, now I want to learn about the concept of expectation maximization algorithm, what concept path should I follow?", "answer": "latent variable models;expectation maximization algorithm"}
37
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of Meta-Learning, what concept path should I follow?", "answer": "loss function;machine learning resources;Meta-Learning"}
38
- {"question": "In the domain of Natural Language Processing, I know about the concept of information retrieval, now I want to learn about the concept of document ranking, what concept path should I follow?", "answer": "information retrieval;document ranking"}
39
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of feature selection, what concept path should I follow?", "answer": "natural language processing intro;feature selection"}
40
- {"question": "In the domain of Natural Language Processing, I know about the concept of part of speech tagging, now I want to learn about the concept of course introduction, what concept path should I follow?", "answer": "part of speech tagging;course introduction"}
41
- {"question": "In the domain of Natural Language Processing, I know about the concept of bayes theorem, now I want to learn about the concept of Visual QA, what concept path should I follow?", "answer": "bayes theorem;question answering;Visual QA"}
42
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of sentiment analysis, what concept path should I follow?", "answer": "loss function;classification;sentiment analysis"}
43
- {"question": "In the domain of Natural Language Processing, I know about the concept of backpropagation, now I want to learn about the concept of pointer networks, what concept path should I follow?", "answer": "backpropagation;neural networks;training neural networks;pointer networks"}
44
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of thesaurus-based similarity, what concept path should I follow?", "answer": "vector representations;structured learning;vector semantics;semantic similarity;thesaurus-based similarity"}
45
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of word embedding, what concept path should I follow?", "answer": "loss function;machine learning resources;word embedding"}
46
- {"question": "In the domain of Natural Language Processing, I know about the concept of syntax, now I want to learn about the concept of transition based dependency parsing, what concept path should I follow?", "answer": "syntax;shift-reduce parsing;transition based dependency parsing"}
47
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;sentence representations;text summarization;neural summarization;scientific article summarization"}
48
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of thesaurus-based similarity, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;semantic similarity;thesaurus-based similarity"}
49
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of game playing in ai, what concept path should I follow?", "answer": "optimization;machine learning resources;game playing in ai"}
50
- {"question": "In the domain of Natural Language Processing, I know about the concept of parsing, now I want to learn about the concept of dependency parsing, what concept path should I follow?", "answer": "parsing;dependency parsing"}
51
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of kernels, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;vector semantics;kernels"}
52
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of social network extraction, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;sentence representations;information extraction;social network extraction"}
53
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of log-linear models, what concept path should I follow?", "answer": "machine learning resources;log-linear models"}
54
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of sentence simplification, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;sentence representations;sentence simplification"}
55
- {"question": "In the domain of Natural Language Processing, I know about the concept of sentence representations, now I want to learn about the concept of document representation, what concept path should I follow?", "answer": "sentence representations;document representation"}
56
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of evaluation of language modeling, what concept path should I follow?", "answer": "probabilities;structured learning;word distributions;language modeling;evaluation of language modeling"}
57
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of structured learning, what concept path should I follow?", "answer": "vector representations;structured learning"}
58
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;sentence representations;text summarization;neural summarization;scientific article summarization"}
59
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of linear discriminant analysis, what concept path should I follow?", "answer": "loss function;machine learning resources;linear discriminant analysis"}
60
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of text mining, what concept path should I follow?", "answer": "structured learning;word distributions;vector representations;text mining"}
61
- {"question": "In the domain of Natural Language Processing, I know about the concept of latent variable models, now I want to learn about the concept of expectation maximization algorithm, what concept path should I follow?", "answer": "latent variable models;expectation maximization algorithm"}
62
- {"question": "In the domain of Natural Language Processing, I know about the concept of bilingual word embeddings, now I want to learn about the concept of unsupervised machine translation, what concept path should I follow?", "answer": "bilingual word embeddings;monolingual word embeddings;unsupervised machine translation"}
63
- {"question": "In the domain of Natural Language Processing, I know about the concept of recurrent neural networks, now I want to learn about the concept of neural turing machine, what concept path should I follow?", "answer": "recurrent neural networks;neural turing machine"}
64
- {"question": "In the domain of Natural Language Processing, I know about the concept of semantic similarity, now I want to learn about the concept of thesaurus-based similarity, what concept path should I follow?", "answer": "semantic similarity;thesaurus-based similarity"}
65
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of information extraction, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;sentence representations;information extraction"}
66
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of topic modeling, what concept path should I follow?", "answer": "n-gram models;word distributions;topic modeling"}
67
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of computation theory, what concept path should I follow?", "answer": "linguistics basics;chomsky hierarchy;computation theory"}
68
- {"question": "In the domain of Natural Language Processing, I know about the concept of speech signal analysis, now I want to learn about the concept of speech synthesis, what concept path should I follow?", "answer": "speech signal analysis;speech processing;speech synthesis"}
69
- {"question": "In the domain of Natural Language Processing, I know about the concept of syntax, now I want to learn about the concept of penn treebank, what concept path should I follow?", "answer": "syntax;penn treebank"}
70
- {"question": "In the domain of Natural Language Processing, I know about the concept of neural networks, now I want to learn about the concept of convolutional neural networks, what concept path should I follow?", "answer": "neural networks;convolutional neural networks"}
71
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of word sense disambiguation, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;vector semantics;semantic similarity;word sense disambiguation"}
72
- {"question": "In the domain of Natural Language Processing, I know about the concept of deep learning introduction, now I want to learn about the concept of neural machine translation, what concept path should I follow?", "answer": "deep learning introduction;neural machine translation"}
73
- {"question": "In the domain of Natural Language Processing, I know about the concept of reinforcement learning, now I want to learn about the concept of robotic locomotion, what concept path should I follow?", "answer": "reinforcement learning;robotics;robotic locomotion"}
74
- {"question": "In the domain of Natural Language Processing, I know about the concept of text summarization, now I want to learn about the concept of neural summarization, what concept path should I follow?", "answer": "text summarization;neural summarization"}
75
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of text mining, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;sentence representations;text mining"}
76
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of kernels, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;kernels"}
77
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of vector representations, what concept path should I follow?", "answer": "natural language processing intro;vector representations"}
78
- {"question": "In the domain of Natural Language Processing, I know about the concept of random walks and harmonic functions, now I want to learn about the concept of recursive neural networks, what concept path should I follow?", "answer": "random walks and harmonic functions;semi-supervised learning;neural networks;training neural networks;recursive neural networks"}
79
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of word embedding variations, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;vector semantics;word embedding;word embedding variations"}
80
- {"question": "In the domain of Natural Language Processing, I know about the concept of backpropagation, now I want to learn about the concept of convolutional neural networks, what concept path should I follow?", "answer": "backpropagation;neural networks;convolutional neural networks"}
81
- {"question": "In the domain of Natural Language Processing, I know about the concept of multi-agent systems, now I want to learn about the concept of game playing in ai, what concept path should I follow?", "answer": "multi-agent systems;game playing in ai"}
82
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of sentiment analysis, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;sentence representations;sentiment analysis"}
83
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of syntaxnet, what concept path should I follow?", "answer": "linguistics basics;word embedding;syntaxnet"}
84
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of word segmentation, what concept path should I follow?", "answer": "natural language processing intro;word segmentation"}
85
- {"question": "In the domain of Natural Language Processing, I know about the concept of morphology and lexicon, now I want to learn about the concept of query expansion, what concept path should I follow?", "answer": "morphology and lexicon;query expansion"}
86
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of text generation, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;word distributions;language modeling;evaluation of language modeling;text generation"}
87
- {"question": "In the domain of Natural Language Processing, I know about the concept of word embedding, now I want to learn about the concept of multilingual word embedding, what concept path should I follow?", "answer": "word embedding;word embedding variations;multilingual word embedding"}
88
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of expectation maximization algorithm, what concept path should I follow?", "answer": "loss function;latent variable models;expectation maximization algorithm"}
89
- {"question": "In the domain of Natural Language Processing, I know about the concept of classification, now I want to learn about the concept of sentiment analysis, what concept path should I follow?", "answer": "classification;sentiment analysis"}
90
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of social media analysis, what concept path should I follow?", "answer": "probabilities;structured learning;sentence representations;sentiment analysis;social media analysis"}
91
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of context free grammars, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;vector semantics;context free grammars"}
92
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of spectral clustering, what concept path should I follow?", "answer": "machine learning resources;random walks and harmonic functions;Unsupervised learning;spectral clustering"}
93
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of information extraction, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;sentence representations;information extraction"}
94
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of text generation, what concept path should I follow?", "answer": "vector representations;structured learning;word distributions;language modeling;evaluation of language modeling;text generation"}
95
- {"question": "In the domain of Natural Language Processing, I know about the concept of sentence representations, now I want to learn about the concept of summarization evaluation, what concept path should I follow?", "answer": "sentence representations;text summarization;summarization evaluation"}
96
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of memory networks, what concept path should I follow?", "answer": "loss function;machine learning resources;semi-supervised learning;neural networks;memory networks"}
97
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of text mining, what concept path should I follow?", "answer": "structured learning;word distributions;vector representations;text mining"}
98
- {"question": "In the domain of Natural Language Processing, I know about the concept of sentence representations, now I want to learn about the concept of summarization evaluation, what concept path should I follow?", "answer": "sentence representations;text summarization;summarization evaluation"}
99
- {"question": "In the domain of Natural Language Processing, I know about the concept of wordnet, now I want to learn about the concept of lexical semantics, what concept path should I follow?", "answer": "wordnet;lexical semantics"}
100
- {"question": "In the domain of Natural Language Processing, I know about the concept of Unsupervised learning, now I want to learn about the concept of tsne, what concept path should I follow?", "answer": "Unsupervised learning;tsne"}
101
- {"question": "In the domain of Natural Language Processing, I know about the concept of transferring NMT model, now I want to learn about the concept of multilingual model, what concept path should I follow?", "answer": "transferring NMT model;multilingual model"}
102
- {"question": "In the domain of Natural Language Processing, I know about the concept of information retrieval, now I want to learn about the concept of query expansion, what concept path should I follow?", "answer": "information retrieval;toolkits for information retrieval;query expansion"}
103
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of robotics, what concept path should I follow?", "answer": "loss function;machine learning resources;random walks and harmonic functions;Unsupervised learning;reinforcement learning;robotics"}
104
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of kernels, what concept path should I follow?", "answer": "structured learning;word distributions;vector representations;kernels"}
105
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of multilingual word embedding, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;word distributions;word embedding;word embedding variations;multilingual word embedding"}
106
- {"question": "In the domain of Natural Language Processing, I know about the concept of logic and logical agents, now I want to learn about the concept of agent-based view of ai, what concept path should I follow?", "answer": "logic and logical agents;agent-based view of ai"}
107
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of linear discriminant analysis, what concept path should I follow?", "answer": "machine learning resources;linear discriminant analysis"}
108
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of log-linear models, what concept path should I follow?", "answer": "machine learning resources;log-linear models"}
109
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of bayes theorem, what concept path should I follow?", "answer": "probabilities;bayes theorem"}
110
- {"question": "In the domain of Natural Language Processing, I know about the concept of backpropagation, now I want to learn about the concept of neural parsing, what concept path should I follow?", "answer": "backpropagation;neural networks;neural parsing"}
111
- {"question": "In the domain of Natural Language Processing, I know about the concept of syntax, now I want to learn about the concept of syntax based machine translation, what concept path should I follow?", "answer": "syntax;syntax based machine translation"}
112
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of evaluation of text classification, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;evaluation of text classification"}
113
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of Variations of GANs, what concept path should I follow?", "answer": "machine learning resources;loss function;Variations of GANs"}
114
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of robotic locomotion, what concept path should I follow?", "answer": "optimization;machine learning resources;random walks and harmonic functions;Unsupervised learning;reinforcement learning;robotics;robotic locomotion"}
115
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of structured learning, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning"}
116
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of linear regression, what concept path should I follow?", "answer": "machine learning resources;linear regression"}
117
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of topic modeling, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;word distributions;topic modeling"}
118
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of bag of words model, what concept path should I follow?", "answer": "vector representations;bag of words model"}
119
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of recursive neural networks, what concept path should I follow?", "answer": "machine learning resources;semi-supervised learning;neural networks;training neural networks;recursive neural networks"}
120
- {"question": "In the domain of Natural Language Processing, I know about the concept of Unsupervised learning, now I want to learn about the concept of Autoencoders, what concept path should I follow?", "answer": "Unsupervised learning;neural networks;Autoencoders"}
121
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of word embedding, what concept path should I follow?", "answer": "loss function;machine learning resources;word embedding"}
122
- {"question": "In the domain of Natural Language Processing, I know about the concept of text similarity, now I want to learn about the concept of social network extraction, what concept path should I follow?", "answer": "text similarity;information extraction;social network extraction"}
123
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of neural language modeling, what concept path should I follow?", "answer": "machine learning resources;semi-supervised learning;neural networks;neural language modeling"}
124
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector semantics, now I want to learn about the concept of automated essay scoring, what concept path should I follow?", "answer": "vector semantics;semantic similarity;automated essay scoring"}
125
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of statistical parsing, what concept path should I follow?", "answer": "natural language processing intro;parsing;statistical parsing"}
126
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of document representation, what concept path should I follow?", "answer": "linguistics basics;document representation"}
127
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine translation, now I want to learn about the concept of neural machine translation, what concept path should I follow?", "answer": "machine translation;machine translation techniques;neural machine translation"}
128
- {"question": "In the domain of Natural Language Processing, I know about the concept of monte carlo methods, now I want to learn about the concept of latent dirichlet allocation, what concept path should I follow?", "answer": "monte carlo methods;latent dirichlet allocation"}
129
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of semantic similarity, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;vector semantics;semantic similarity"}
130
- {"question": "In the domain of Natural Language Processing, I know about the concept of information retrieval, now I want to learn about the concept of citation networks, what concept path should I follow?", "answer": "information retrieval;toolkits for information retrieval;information extraction;social network extraction;citation networks"}
131
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of stack lstm, what concept path should I follow?", "answer": "optimization;machine learning resources;semi-supervised learning;neural networks;training neural networks;stack lstm"}
132
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of word embedding, what concept path should I follow?", "answer": "machine learning resources;word embedding"}
133
- {"question": "In the domain of Natural Language Processing, I know about the concept of Sampling, now I want to learn about the concept of gibbs sampling, what concept path should I follow?", "answer": "Sampling;gibbs sampling"}
134
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of sentence boundary recognition, what concept path should I follow?", "answer": "optimization;machine learning resources;loss function;classification;sentence boundary recognition"}
135
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of Meta-Learning, what concept path should I follow?", "answer": "probabilities;Meta-Learning"}
136
- {"question": "In the domain of Natural Language Processing, I know about the concept of semantic similarity, now I want to learn about the concept of sentence simplification, what concept path should I follow?", "answer": "semantic similarity;sentence simplification"}
137
- {"question": "In the domain of Natural Language Processing, I know about the concept of sentence representations, now I want to learn about the concept of automated essay scoring, what concept path should I follow?", "answer": "sentence representations;automated essay scoring"}
138
- {"question": "In the domain of Natural Language Processing, I know about the concept of toolkits for information retrieval, now I want to learn about the concept of text mining, what concept path should I follow?", "answer": "toolkits for information retrieval;text mining"}
139
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "vector representations;structured learning;sentence representations;text summarization;neural summarization;scientific article summarization"}
140
- {"question": "In the domain of Natural Language Processing, I know about the concept of information retrieval, now I want to learn about the concept of search engines, what concept path should I follow?", "answer": "information retrieval;search engines"}
141
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of training neural networks, what concept path should I follow?", "answer": "machine learning resources;semi-supervised learning;neural networks;training neural networks"}
142
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of evaluation of dependency parsing, what concept path should I follow?", "answer": "natural language processing intro;parsing;dependency parsing;evaluation of dependency parsing"}
143
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of latent variable models, what concept path should I follow?", "answer": "probabilities;latent variable models"}
144
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of relation extraction, what concept path should I follow?", "answer": "probabilities;structured learning;vector semantics;semantic similarity;relation extraction"}
145
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of sentence boundary recognition, what concept path should I follow?", "answer": "linguistics basics;sentence boundary recognition"}
146
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of topic modeling, what concept path should I follow?", "answer": "probabilities;structured learning;word distributions;topic modeling"}
147
- {"question": "In the domain of Natural Language Processing, I know about the concept of parsing, now I want to learn about the concept of first-order logic, what concept path should I follow?", "answer": "parsing;semi supervised learning;first-order logic"}
148
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of recommendation system, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;vector semantics;recommendation system"}
149
- {"question": "In the domain of Natural Language Processing, I know about the concept of latent variable models, now I want to learn about the concept of linear discriminant analysis, what concept path should I follow?", "answer": "latent variable models;linear discriminant analysis"}
150
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of speech processing, what concept path should I follow?", "answer": "probabilities;speech processing"}
151
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of word embedding variations, what concept path should I follow?", "answer": "vector representations;structured learning;word distributions;word embedding;word embedding variations"}
152
- {"question": "In the domain of Natural Language Processing, I know about the concept of text similarity, now I want to learn about the concept of citation networks, what concept path should I follow?", "answer": "text similarity;information extraction;social network extraction;citation networks"}
153
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of nlp for biology, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;vector semantics;bio text mining;nlp for biology"}
154
- {"question": "In the domain of Natural Language Processing, I know about the concept of parsing, now I want to learn about the concept of first-order logic, what concept path should I follow?", "answer": "parsing;semi supervised learning;first-order logic"}
155
- {"question": "In the domain of Natural Language Processing, I know about the concept of seq2seq, now I want to learn about the concept of neural summarization, what concept path should I follow?", "answer": "seq2seq;neural summarization"}
156
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of information extraction, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;structured learning;sentence representations;information extraction"}
157
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of text to speech generation, what concept path should I follow?", "answer": "linguistics basics;speech processing;text to speech generation"}
158
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of neural networks, what concept path should I follow?", "answer": "optimization;machine learning resources;semi-supervised learning;neural networks"}
159
- {"question": "In the domain of Natural Language Processing, I know about the concept of multilingual machine translation, now I want to learn about the concept of universal cross-language representation, what concept path should I follow?", "answer": "multilingual machine translation;universal cross-language representation"}
160
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of syntaxnet, what concept path should I follow?", "answer": "loss function;machine learning resources;semi-supervised learning;neural networks;syntaxnet"}
161
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector semantics, now I want to learn about the concept of kernels, what concept path should I follow?", "answer": "vector semantics;kernels"}
162
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of computational phonology, what concept path should I follow?", "answer": "linguistics basics;computational phonology"}
163
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of social network extraction, what concept path should I follow?", "answer": "structured learning;sentence representations;information extraction;social network extraction"}
164
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of named entity recognition, what concept path should I follow?", "answer": "natural language processing intro;named entity recognition"}
165
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "structured learning;sentence representations;text summarization;neural summarization;scientific article summarization"}
166
- {"question": "In the domain of Natural Language Processing, I know about the concept of extractive summarization, now I want to learn about the concept of Multi-News dataset creation, what concept path should I follow?", "answer": "extractive summarization;Multi-News dataset creation"}
167
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of semi-supervised learning, what concept path should I follow?", "answer": "optimization;machine learning resources;semi-supervised learning"}
168
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of transition based dependency parsing, what concept path should I follow?", "answer": "natural language processing intro;parsing;dependency parsing;transition based dependency parsing"}
169
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of social media analysis, what concept path should I follow?", "answer": "loss function;classification;sentiment analysis;social media analysis"}
170
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of neural parsing, what concept path should I follow?", "answer": "optimization;machine learning resources;semi-supervised learning;neural networks;neural parsing"}
171
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of loss function, what concept path should I follow?", "answer": "optimization;machine learning resources;loss function"}
172
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of character level language models, what concept path should I follow?", "answer": "structured learning;word distributions;character level language models"}
173
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of recommendation system, what concept path should I follow?", "answer": "linguistics basics;recommendation system"}
174
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of kernel function, what concept path should I follow?", "answer": "machine learning resources;kernel function"}
175
- {"question": "In the domain of Natural Language Processing, I know about the concept of word embedding, now I want to learn about the concept of multilingual word embedding, what concept path should I follow?", "answer": "word embedding;word embedding variations;multilingual word embedding"}
176
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of latent dirichlet allocation, what concept path should I follow?", "answer": "probabilities;monte carlo methods;latent dirichlet allocation"}
177
- {"question": "In the domain of Natural Language Processing, I know about the concept of parsing, now I want to learn about the concept of event detection, what concept path should I follow?", "answer": "parsing;event detection"}
178
- {"question": "In the domain of Natural Language Processing, I know about the concept of backpropagation, now I want to learn about the concept of stack lstm, what concept path should I follow?", "answer": "backpropagation;neural networks;training neural networks;stack lstm"}
179
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of speech synthesis, what concept path should I follow?", "answer": "loss function;speech processing;speech synthesis"}
180
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of query expansion, what concept path should I follow?", "answer": "linguistics basics;morphology and lexicon;query expansion"}
181
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of vector semantics, what concept path should I follow?", "answer": "probabilities;structured learning;vector semantics"}
182
- {"question": "In the domain of Natural Language Processing, I know about the concept of neural networks, now I want to learn about the concept of recursive neural networks, what concept path should I follow?", "answer": "neural networks;training neural networks;recursive neural networks"}
183
- {"question": "In the domain of Natural Language Processing, I know about the concept of deep learning introduction, now I want to learn about the concept of word embedding variations, what concept path should I follow?", "answer": "deep learning introduction;word embedding;word embedding variations"}
184
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of thesaurus-based similarity, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;semantic similarity;thesaurus-based similarity"}
185
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of linear discriminant analysis, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;linear discriminant analysis"}
186
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of word distributions, what concept path should I follow?", "answer": "structured learning;word distributions"}
187
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of social media analysis, what concept path should I follow?", "answer": "machine learning resources;random walks and harmonic functions;sentiment analysis;social media analysis"}
188
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of text to speech generation, what concept path should I follow?", "answer": "linguistics basics;speech processing;text to speech generation"}
189
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of text to speech generation, what concept path should I follow?", "answer": "loss function;speech processing;text to speech generation"}
190
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of bayes theorem, what concept path should I follow?", "answer": "probabilities;bayes theorem"}
191
- {"question": "In the domain of Natural Language Processing, I know about the concept of bayes theorem, now I want to learn about the concept of neural question answering, what concept path should I follow?", "answer": "bayes theorem;question answering;neural question answering"}
192
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of linear regression, what concept path should I follow?", "answer": "machine learning resources;linear regression"}
193
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of sentence boundary recognition, what concept path should I follow?", "answer": "loss function;classification;sentence boundary recognition"}
194
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of transition based dependency parsing, what concept path should I follow?", "answer": "linguistics basics;shift-reduce parsing;transition based dependency parsing"}
195
- {"question": "In the domain of Natural Language Processing, I know about the concept of multilingual machine translation, now I want to learn about the concept of universal cross-language representation, what concept path should I follow?", "answer": "multilingual machine translation;universal cross-language representation"}
196
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of neural language modeling, what concept path should I follow?", "answer": "loss function;machine learning resources;semi-supervised learning;neural networks;neural language modeling"}
197
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of relation extraction, what concept path should I follow?", "answer": "loss function;machine learning resources;random walks and harmonic functions;relation extraction"}
198
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of bag of words model, what concept path should I follow?", "answer": "n-gram models;word distributions;vector representations;bag of words model"}
199
- {"question": "In the domain of Natural Language Processing, I know about the concept of random walks and harmonic functions, now I want to learn about the concept of Unsupervised learning, what concept path should I follow?", "answer": "random walks and harmonic functions;Unsupervised learning"}
200
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of tsne, what concept path should I follow?", "answer": "optimization;machine learning resources;random walks and harmonic functions;Unsupervised learning;tsne"}
201
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of speech processing, what concept path should I follow?", "answer": "optimization;machine learning resources;loss function;speech processing"}
202
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of neural question answering, what concept path should I follow?", "answer": "loss function;machine learning resources;semi-supervised learning;neural networks;neural question answering"}
203
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of social network extraction, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;sentence representations;information extraction;social network extraction"}
204
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of hidden markov models, what concept path should I follow?", "answer": "probabilities;bayesian network;hidden markov models"}
205
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of lexicography, what concept path should I follow?", "answer": "linguistics basics;lexicography"}
206
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of neural question answering, what concept path should I follow?", "answer": "loss function;machine learning resources;semi-supervised learning;neural networks;neural question answering"}
207
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of semantic role labeling, what concept path should I follow?", "answer": "linguistics basics;semantic role labeling"}
208
- {"question": "In the domain of Natural Language Processing, I know about the concept of random walks and harmonic functions, now I want to learn about the concept of spectral clustering, what concept path should I follow?", "answer": "random walks and harmonic functions;Unsupervised learning;spectral clustering"}
209
- {"question": "In the domain of Natural Language Processing, I know about the concept of dependency parsing, now I want to learn about the concept of transition based dependency parsing, what concept path should I follow?", "answer": "dependency parsing;transition based dependency parsing"}
210
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of language identification, what concept path should I follow?", "answer": "linguistics basics;language identification"}
211
- {"question": "In the domain of Natural Language Processing, I know about the concept of language modeling, now I want to learn about the concept of text generation, what concept path should I follow?", "answer": "language modeling;evaluation of language modeling;text generation"}
212
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of Unsupervised learning, what concept path should I follow?", "answer": "loss function;machine learning resources;random walks and harmonic functions;Unsupervised learning"}
213
- {"question": "In the domain of Natural Language Processing, I know about the concept of question answering, now I want to learn about the concept of long-form question answering, what concept path should I follow?", "answer": "question answering;long-form question answering"}
214
- {"question": "In the domain of Natural Language Processing, I know about the concept of probabilities, now I want to learn about the concept of mathematical models, what concept path should I follow?", "answer": "probabilities;mathematical models"}
215
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of first-order logic, what concept path should I follow?", "answer": "natural language processing intro;parsing;semi supervised learning;first-order logic"}
216
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of text mining, what concept path should I follow?", "answer": "vector representations;structured learning;sentence representations;text mining"}
217
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of spectral clustering, what concept path should I follow?", "answer": "optimization;machine learning resources;random walks and harmonic functions;Unsupervised learning;spectral clustering"}
218
- {"question": "In the domain of Natural Language Processing, I know about the concept of word distributions, now I want to learn about the concept of context free grammars, what concept path should I follow?", "answer": "word distributions;vector representations;structured learning;vector semantics;context free grammars"}
219
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of nlp for biology, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;bio text mining;nlp for biology"}
220
- {"question": "In the domain of Natural Language Processing, I know about the concept of structured learning, now I want to learn about the concept of multilingual word embedding, what concept path should I follow?", "answer": "structured learning;word distributions;vector representations;word embedding;word embedding variations;multilingual word embedding"}
221
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine translation, now I want to learn about the concept of machine translation techniques, what concept path should I follow?", "answer": "machine translation;machine translation techniques"}
222
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "vector representations;structured learning;sentence representations;text summarization;neural summarization;scientific article summarization"}
223
- {"question": "In the domain of Natural Language Processing, I know about the concept of random walks and harmonic functions, now I want to learn about the concept of k means, what concept path should I follow?", "answer": "random walks and harmonic functions;Unsupervised learning;k means"}
224
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of query expansion, what concept path should I follow?", "answer": "linguistics basics;morphology and lexicon;query expansion"}
225
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of agent-based view of ai, what concept path should I follow?", "answer": "optimization;machine learning resources;random walks and harmonic functions;Unsupervised learning;reinforcement learning;agent-based view of ai"}
226
- {"question": "In the domain of Natural Language Processing, I know about the concept of clustering, now I want to learn about the concept of expectation maximization algorithm, what concept path should I follow?", "answer": "clustering;Mixture Models;expectation maximization algorithm"}
227
- {"question": "In the domain of Natural Language Processing, I know about the concept of python, now I want to learn about the concept of tools for dl, what concept path should I follow?", "answer": "python;tools for dl"}
228
- {"question": "In the domain of Natural Language Processing, I know about the concept of neural networks, now I want to learn about the concept of syntaxnet, what concept path should I follow?", "answer": "neural networks;syntaxnet"}
229
- {"question": "In the domain of Natural Language Processing, I know about the concept of lexical semantics, now I want to learn about the concept of event detection, what concept path should I follow?", "answer": "lexical semantics;event detection"}
230
- {"question": "In the domain of Natural Language Processing, I know about the concept of beam search, now I want to learn about the concept of neural summarization, what concept path should I follow?", "answer": "beam search;neural summarization"}
231
- {"question": "In the domain of Natural Language Processing, I know about the concept of vector representations, now I want to learn about the concept of bio text mining, what concept path should I follow?", "answer": "vector representations;structured learning;vector semantics;bio text mining"}
232
- {"question": "In the domain of Natural Language Processing, I know about the concept of seq2seq, now I want to learn about the concept of scientific article summarization, what concept path should I follow?", "answer": "seq2seq;neural summarization;scientific article summarization"}
233
- {"question": "In the domain of Natural Language Processing, I know about the concept of n-gram models, now I want to learn about the concept of evaluation of language modeling, what concept path should I follow?", "answer": "n-gram models;word distributions;language modeling;evaluation of language modeling"}
234
- {"question": "In the domain of Natural Language Processing, I know about the concept of natural language processing intro, now I want to learn about the concept of tsne, what concept path should I follow?", "answer": "natural language processing intro;vector representations;structured learning;vector semantics;tsne"}
235
- {"question": "In the domain of Natural Language Processing, I know about the concept of search, now I want to learn about the concept of logic and logical agents, what concept path should I follow?", "answer": "search;logic and logical agents"}
236
- {"question": "In the domain of Natural Language Processing, I know about the concept of dimensionality reduction, now I want to learn about the concept of matrix factorization, what concept path should I follow?", "answer": "dimensionality reduction;Principal Component Analysis;matrix factorization"}
237
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of Variations of GANs, what concept path should I follow?", "answer": "loss function;Variations of GANs"}
238
- {"question": "In the domain of Natural Language Processing, I know about the concept of word embedding variations, now I want to learn about the concept of word sense disambiguation, what concept path should I follow?", "answer": "word embedding variations;word sense disambiguation"}
239
- {"question": "In the domain of Natural Language Processing, I know about the concept of text similarity, now I want to learn about the concept of event detection, what concept path should I follow?", "answer": "text similarity;event detection"}
240
- {"question": "In the domain of Natural Language Processing, I know about the concept of optimization, now I want to learn about the concept of word sense disambiguation, what concept path should I follow?", "answer": "optimization;machine learning resources;word embedding;word embedding variations;word sense disambiguation"}
241
- {"question": "In the domain of Natural Language Processing, I know about the concept of Unsupervised learning, now I want to learn about the concept of memory networks, what concept path should I follow?", "answer": "Unsupervised learning;neural networks;memory networks"}
242
- {"question": "In the domain of Natural Language Processing, I know about the concept of machine learning resources, now I want to learn about the concept of word sense disambiguation, what concept path should I follow?", "answer": "machine learning resources;word embedding;word embedding variations;word sense disambiguation"}
243
- {"question": "In the domain of Natural Language Processing, I know about the concept of semi-supervised learning, now I want to learn about the concept of graph convolutional networks, what concept path should I follow?", "answer": "semi-supervised learning;graph convolutional networks"}
244
- {"question": "In the domain of Natural Language Processing, I know about the concept of semi supervised learning, now I want to learn about the concept of first-order logic, what concept path should I follow?", "answer": "semi supervised learning;first-order logic"}
245
- {"question": "In the domain of Natural Language Processing, I know about the concept of Unsupervised learning, now I want to learn about the concept of graph convolutional networks, what concept path should I follow?", "answer": "Unsupervised learning;neural networks;convolutional neural networks;graph convolutional networks"}
246
- {"question": "In the domain of Natural Language Processing, I know about the concept of loss function, now I want to learn about the concept of Unsupervised learning, what concept path should I follow?", "answer": "loss function;machine learning resources;random walks and harmonic functions;Unsupervised learning"}
247
- {"question": "In the domain of Natural Language Processing, I know about the concept of monte carlo methods, now I want to learn about the concept of latent dirichlet allocation, what concept path should I follow?", "answer": "monte carlo methods;latent dirichlet allocation"}
248
- {"question": "In the domain of Natural Language Processing, I know about the concept of aspect-sentiment pairs, now I want to learn about the concept of sentiment knowledge, what concept path should I follow?", "answer": "aspect-sentiment pairs;sentiment knowledge"}
249
- {"question": "In the domain of Natural Language Processing, I know about the concept of linguistics basics, now I want to learn about the concept of context free grammars, what concept path should I follow?", "answer": "linguistics basics;context free grammars"}
250
- {"question": "In the domain of Natural Language Processing, I know about the concept of training neural networks, now I want to learn about the concept of recursive neural networks, what concept path should I follow?", "answer": "training neural networks;recursive neural networks"}