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task2.jsonl
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{"question": "In the domain of Natural Language Processing, I want to learn about syntax based machine translation, what concepts should I learn first?", "answer": "syntax;machine translation"}
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| 2 |
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{"question": "In the domain of Natural Language Processing, I want to learn about convolutional neural networks, what concepts should I learn first?", "answer": "neural networks"}
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{"question": "In the domain of Natural Language Processing, I want to learn about dependency syntax, what concepts should I learn first?", "answer": "syntax"}
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{"question": "In the domain of Natural Language Processing, I want to learn about multilingual model, what concepts should I learn first?", "answer": "transferring NMT model"}
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{"question": "In the domain of Natural Language Processing, I want to learn about NLP models, what concepts should I learn first?", "answer": "tokenization"}
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| 6 |
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{"question": "In the domain of Natural Language Processing, I want to learn about visual knowledge augmentation, what concepts should I learn first?", "answer": "visual semantic"}
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| 7 |
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{"question": "In the domain of Natural Language Processing, I want to learn about image retrieval, what concepts should I learn first?", "answer": "information retrieval"}
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| 8 |
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{"question": "In the domain of Natural Language Processing, I want to learn about multilingual word embedding, what concepts should I learn first?", "answer": "word embedding variations"}
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{"question": "In the domain of Natural Language Processing, I want to learn about robotic locomotion, what concepts should I learn first?", "answer": "robotics"}
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| 10 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Visual QA, what concepts should I learn first?", "answer": "question answering"}
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| 11 |
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{"question": "In the domain of Natural Language Processing, I want to learn about heuristic search, what concepts should I learn first?", "answer": "search"}
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| 12 |
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{"question": "In the domain of Natural Language Processing, I want to learn about question answering, what concepts should I learn first?", "answer": "probabilities;bayes theorem"}
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| 13 |
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{"question": "In the domain of Natural Language Processing, I want to learn about thesaurus-based similarity, what concepts should I learn first?", "answer": "lexical semantics;wordnet;semantic similarity"}
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{"question": "In the domain of Natural Language Processing, I want to learn about Variations of GANs, what concepts should I learn first?", "answer": "generative adversarial networks;generative and discriminative models;backpropagation;loss function"}
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| 15 |
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{"question": "In the domain of Natural Language Processing, I want to learn about context free grammars, what concepts should I learn first?", "answer": "structured learning;linguistics basics;word distributions;vector semantics;vector representations;natural language processing intro"}
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| 16 |
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{"question": "In the domain of Natural Language Processing, I want to learn about uncertainty, what concepts should I learn first?", "answer": "search"}
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| 17 |
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{"question": "In the domain of Natural Language Processing, I want to learn about bag of words model, what concepts should I learn first?", "answer": "vector representations"}
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| 18 |
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{"question": "In the domain of Natural Language Processing, I want to learn about pagerank, what concepts should I learn first?", "answer": "graph-based nlp"}
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| 19 |
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{"question": "In the domain of Natural Language Processing, I want to learn about neural summarization, what concepts should I learn first?", "answer": "seq2seq;beam search;text summarization"}
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| 20 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Meta-Learning, what concepts should I learn first?", "answer": "probabilities;optimization;machine learning resources;loss function"}
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| 21 |
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{"question": "In the domain of Natural Language Processing, I want to learn about sequence classification and conditional random fields, what concepts should I learn first?", "answer": "classification;machine learning resources"}
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| 22 |
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{"question": "In the domain of Natural Language Processing, I want to learn about morphology and semantics in machine translation, what concepts should I learn first?", "answer": "machine translation"}
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| 23 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Variations of GANs, what concepts should I learn first?", "answer": "generative adversarial networks;generative and discriminative models;backpropagation;loss function"}
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| 24 |
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{"question": "In the domain of Natural Language Processing, I want to learn about named entity recognition, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 25 |
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{"question": "In the domain of Natural Language Processing, I want to learn about bayes theorem, what concepts should I learn first?", "answer": "probabilities"}
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| 26 |
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{"question": "In the domain of Natural Language Processing, I want to learn about text summarization, what concepts should I learn first?", "answer": "sentence representations"}
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| 27 |
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{"question": "In the domain of Natural Language Processing, I want to learn about classification, what concepts should I learn first?", "answer": "probabilities;loss function"}
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| 28 |
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{"question": "In the domain of Natural Language Processing, I want to learn about vector representations, what concepts should I learn first?", "answer": "structured learning;word distributions;natural language processing intro"}
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| 29 |
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{"question": "In the domain of Natural Language Processing, I want to learn about evaluation of question answering, what concepts should I learn first?", "answer": "question answering"}
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| 30 |
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{"question": "In the domain of Natural Language Processing, I want to learn about bio text mining, what concepts should I learn first?", "answer": "structured learning;linguistics basics;text similarity;vector semantics;vector representations;natural language processing intro"}
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| 31 |
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{"question": "In the domain of Natural Language Processing, I want to learn about lexicography, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 32 |
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{"question": "In the domain of Natural Language Processing, I want to learn about informed search, what concepts should I learn first?", "answer": "search"}
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| 33 |
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{"question": "In the domain of Natural Language Processing, I want to learn about KKT conditions, what concepts should I learn first?", "answer": "optimization"}
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| 34 |
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{"question": "In the domain of Natural Language Processing, I want to learn about unsupervised machine translation, what concepts should I learn first?", "answer": "monolingual word embeddings"}
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| 35 |
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{"question": "In the domain of Natural Language Processing, I want to learn about recursive neural network, what concepts should I learn first?", "answer": "probabilities"}
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| 36 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Visual QA, what concepts should I learn first?", "answer": "question answering"}
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| 37 |
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{"question": "In the domain of Natural Language Processing, I want to learn about problem solving and search, what concepts should I learn first?", "answer": "search;probabilities"}
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| 38 |
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{"question": "In the domain of Natural Language Processing, I want to learn about pointer networks, what concepts should I learn first?", "answer": "training neural networks"}
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| 39 |
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{"question": "In the domain of Natural Language Processing, I want to learn about bio text mining, what concepts should I learn first?", "answer": "structured learning;linguistics basics;text similarity;vector semantics;vector representations;natural language processing intro"}
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| 40 |
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{"question": "In the domain of Natural Language Processing, I want to learn about evaluation of question answering, what concepts should I learn first?", "answer": "question answering"}
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| 41 |
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{"question": "In the domain of Natural Language Processing, I want to learn about parsing, what concepts should I learn first?", "answer": "natural language processing intro"}
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| 42 |
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{"question": "In the domain of Natural Language Processing, I want to learn about semantic role labeling, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 43 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Message Passing, what concepts should I learn first?", "answer": "matrix multiplication"}
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| 44 |
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{"question": "In the domain of Natural Language Processing, I want to learn about vector representations, what concepts should I learn first?", "answer": "structured learning;word distributions;natural language processing intro"}
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| 45 |
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{"question": "In the domain of Natural Language Processing, I want to learn about course introduction, what concepts should I learn first?", "answer": "probabilities;linguistics basics;hidden markov models;part of speech tagging;dynamic programming;statistical part of speech tagging;natural language processing intro"}
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| 46 |
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{"question": "In the domain of Natural Language Processing, I want to learn about machine translation techniques, what concepts should I learn first?", "answer": "machine translation"}
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| 47 |
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{"question": "In the domain of Natural Language Processing, I want to learn about monolingual word embeddings, what concepts should I learn first?", "answer": "bilingual word embeddings"}
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| 48 |
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{"question": "In the domain of Natural Language Processing, I want to learn about computation theory, what concepts should I learn first?", "answer": "chomsky hierarchy"}
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| 49 |
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{"question": "In the domain of Natural Language Processing, I want to learn about unsupervised machine translation, what concepts should I learn first?", "answer": "monolingual word embeddings"}
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| 50 |
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{"question": "In the domain of Natural Language Processing, I want to learn about context free grammars, what concepts should I learn first?", "answer": "structured learning;linguistics basics;word distributions;vector semantics;vector representations;natural language processing intro"}
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| 51 |
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{"question": "In the domain of Natural Language Processing, I want to learn about topic modeling, what concepts should I learn first?", "answer": "word distributions;latent variable models"}
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| 52 |
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{"question": "In the domain of Natural Language Processing, I want to learn about information extraction, what concepts should I learn first?", "answer": "toolkits for information retrieval;linguistics basics;text similarity;sentence representations;natural language processing intro"}
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| 53 |
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{"question": "In the domain of Natural Language Processing, I want to learn about newton method, what concepts should I learn first?", "answer": "optimization"}
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| 54 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Mixture Models, what concepts should I learn first?", "answer": "probabilities;clustering;Gaussian graphical models"}
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| 55 |
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{"question": "In the domain of Natural Language Processing, I want to learn about reinforcement learning, what concepts should I learn first?", "answer": "Unsupervised learning"}
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| 56 |
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{"question": "In the domain of Natural Language Processing, I want to learn about propositional logic, what concepts should I learn first?", "answer": "logic and logical agents;linguistics basics;natural language processing intro"}
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| 57 |
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{"question": "In the domain of Natural Language Processing, I want to learn about pagerank, what concepts should I learn first?", "answer": "graph-based nlp"}
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| 58 |
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{"question": "In the domain of Natural Language Processing, I want to learn about bayesian network, what concepts should I learn first?", "answer": "probabilities;bayes theorem"}
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| 59 |
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{"question": "In the domain of Natural Language Processing, I want to learn about speech synthesis, what concepts should I learn first?", "answer": "speech processing;linguistics basics;machine learning resources"}
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| 60 |
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{"question": "In the domain of Natural Language Processing, I want to learn about latent dirichlet allocation, what concepts should I learn first?", "answer": "machine learning resources;monte carlo methods;latent variable models;Markov chains"}
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| 61 |
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{"question": "In the domain of Natural Language Processing, I want to learn about summarization evaluation, what concepts should I learn first?", "answer": "text summarization"}
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| 62 |
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{"question": "In the domain of Natural Language Processing, I want to learn about dependency parsing, what concepts should I learn first?", "answer": "parsing"}
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| 63 |
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{"question": "In the domain of Natural Language Processing, I want to learn about monte carlo methods, what concepts should I learn first?", "answer": "probabilities"}
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| 64 |
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{"question": "In the domain of Natural Language Processing, I want to learn about preprocessing, what concepts should I learn first?", "answer": "programming languages;python"}
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| 65 |
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{"question": "In the domain of Natural Language Processing, I want to learn about computational phonology, what concepts should I learn first?", "answer": "linguistics basics"}
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| 66 |
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{"question": "In the domain of Natural Language Processing, I want to learn about shift-reduce parsing, what concepts should I learn first?", "answer": "syntax;classic parsing methods;linguistics basics;natural language processing intro"}
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| 67 |
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{"question": "In the domain of Natural Language Processing, I want to learn about NLP models, what concepts should I learn first?", "answer": "tokenization"}
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| 68 |
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{"question": "In the domain of Natural Language Processing, I want to learn about lexicography, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 69 |
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{"question": "In the domain of Natural Language Processing, I want to learn about graph-based nlp, what concepts should I learn first?", "answer": "natural language processing intro"}
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| 70 |
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{"question": "In the domain of Natural Language Processing, I want to learn about question answering system, what concepts should I learn first?", "answer": "semantic units"}
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| 71 |
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{"question": "In the domain of Natural Language Processing, I want to learn about discourse relation identification, what concepts should I learn first?", "answer": "relation prediction"}
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| 72 |
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{"question": "In the domain of Natural Language Processing, I want to learn about question answering, what concepts should I learn first?", "answer": "probabilities;bayes theorem"}
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| 73 |
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{"question": "In the domain of Natural Language Processing, I want to learn about feature selection, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 74 |
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{"question": "In the domain of Natural Language Processing, I want to learn about morphology and lexicon, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 75 |
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{"question": "In the domain of Natural Language Processing, I want to learn about transition based dependency parsing, what concepts should I learn first?", "answer": "dependency parsing;shift-reduce parsing"}
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| 76 |
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{"question": "In the domain of Natural Language Processing, I want to learn about weakly-supervised learning, what concepts should I learn first?", "answer": "random walks and harmonic functions"}
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| 77 |
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{"question": "In the domain of Natural Language Processing, I want to learn about unsupervised machine translation, what concepts should I learn first?", "answer": "monolingual word embeddings"}
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| 78 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Message Passing, what concepts should I learn first?", "answer": "matrix multiplication"}
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| 79 |
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{"question": "In the domain of Natural Language Processing, I want to learn about probabilistic context free grammars, what concepts should I learn first?", "answer": "linguistics basics;probabilistic grammars;natural language processing intro"}
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| 80 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Dirichlet Processes, what concepts should I learn first?", "answer": "probabilities"}
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| 81 |
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{"question": "In the domain of Natural Language Processing, I want to learn about dependency parsing, what concepts should I learn first?", "answer": "parsing"}
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| 82 |
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{"question": "In the domain of Natural Language Processing, I want to learn about stack lstm, what concepts should I learn first?", "answer": "deep learning introduction;training neural networks"}
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| 83 |
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{"question": "In the domain of Natural Language Processing, I want to learn about lexicalized parsing, what concepts should I learn first?", "answer": "parsing"}
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| 84 |
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{"question": "In the domain of Natural Language Processing, I want to learn about visual knowledge augmentation, what concepts should I learn first?", "answer": "visual semantic"}
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| 85 |
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{"question": "In the domain of Natural Language Processing, I want to learn about graph convolutional networks, what concepts should I learn first?", "answer": "semi-supervised learning;convolutional neural networks;training neural networks"}
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| 86 |
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{"question": "In the domain of Natural Language Processing, I want to learn about multilingual word embedding, what concepts should I learn first?", "answer": "word embedding variations"}
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| 87 |
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{"question": "In the domain of Natural Language Processing, I want to learn about game playing in ai, what concepts should I learn first?", "answer": "search;problem solving and search;machine learning resources;multi-agent systems"}
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| 88 |
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{"question": "In the domain of Natural Language Processing, I want to learn about logic and logical agents, what concepts should I learn first?", "answer": "search"}
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| 89 |
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{"question": "In the domain of Natural Language Processing, I want to learn about unsupervised speech recognition, what concepts should I learn first?", "answer": "speech translation model"}
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| 90 |
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{"question": "In the domain of Natural Language Processing, I want to learn about document ranking, what concepts should I learn first?", "answer": "information retrieval"}
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| 91 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Multi-News dataset creation, what concepts should I learn first?", "answer": "extractive summarization"}
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| 92 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Neural extractive summarization, what concepts should I learn first?", "answer": "extractive summarization"}
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| 93 |
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{"question": "In the domain of Natural Language Processing, I want to learn about regular expressions, what concepts should I learn first?", "answer": "natural language processing intro"}
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| 94 |
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{"question": "In the domain of Natural Language Processing, I want to learn about text summarization, what concepts should I learn first?", "answer": "sentence representations"}
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| 95 |
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{"question": "In the domain of Natural Language Processing, I want to learn about social network extraction, what concepts should I learn first?", "answer": "probabilities;information extraction"}
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| 96 |
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{"question": "In the domain of Natural Language Processing, I want to learn about knowledge representation, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 97 |
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{"question": "In the domain of Natural Language Processing, I want to learn about sentence simplification, what concepts should I learn first?", "answer": "linguistics basics;sentence representations;semantic similarity;natural language processing intro"}
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| 98 |
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{"question": "In the domain of Natural Language Processing, I want to learn about informed search, what concepts should I learn first?", "answer": "search"}
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| 99 |
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{"question": "In the domain of Natural Language Processing, I want to learn about weakly-supervised learning, what concepts should I learn first?", "answer": "random walks and harmonic functions"}
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| 100 |
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{"question": "In the domain of Natural Language Processing, I want to learn about sentence simplification, what concepts should I learn first?", "answer": "linguistics basics;sentence representations;semantic similarity;natural language processing intro"}
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| 101 |
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{"question": "In the domain of Natural Language Processing, I want to learn about dual decomposition, what concepts should I learn first?", "answer": "optimization"}
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| 102 |
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{"question": "In the domain of Natural Language Processing, I want to learn about latent variable models, what concepts should I learn first?", "answer": "probabilities;loss function"}
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| 103 |
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{"question": "In the domain of Natural Language Processing, I want to learn about recursive neural network, what concepts should I learn first?", "answer": "probabilities"}
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| 104 |
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{"question": "In the domain of Natural Language Processing, I want to learn about monte carlo methods, what concepts should I learn first?", "answer": "probabilities"}
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| 105 |
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{"question": "In the domain of Natural Language Processing, I want to learn about AlphaGo, what concepts should I learn first?", "answer": "monte carlo tree search"}
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| 106 |
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{"question": "In the domain of Natural Language Processing, I want to learn about graph convolutional networks, what concepts should I learn first?", "answer": "semi-supervised learning;convolutional neural networks;training neural networks"}
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| 107 |
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{"question": "In the domain of Natural Language Processing, I want to learn about computational phonology, what concepts should I learn first?", "answer": "linguistics basics"}
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| 108 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Vision Transformer, what concepts should I learn first?", "answer": "computer vision"}
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| 109 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Markov Random Fields, what concepts should I learn first?", "answer": "graphical models"}
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| 110 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Lagrange duality, what concepts should I learn first?", "answer": "optimization"}
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| 111 |
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{"question": "In the domain of Natural Language Processing, I want to learn about syntaxnet, what concepts should I learn first?", "answer": "syntax;part of speech tagging;word embedding;parsing;penn treebank;neural networks"}
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| 112 |
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{"question": "In the domain of Natural Language Processing, I want to learn about logic and logical agents, what concepts should I learn first?", "answer": "search"}
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| 113 |
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{"question": "In the domain of Natural Language Processing, I want to learn about structured sparsity, what concepts should I learn first?", "answer": "probabilities"}
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| 114 |
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{"question": "In the domain of Natural Language Processing, I want to learn about gibbs sampling, what concepts should I learn first?", "answer": "Sampling"}
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| 115 |
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{"question": "In the domain of Natural Language Processing, I want to learn about robotic locomotion, what concepts should I learn first?", "answer": "robotics"}
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| 116 |
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{"question": "In the domain of Natural Language Processing, I want to learn about question answering, what concepts should I learn first?", "answer": "probabilities;bayes theorem"}
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| 117 |
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{"question": "In the domain of Natural Language Processing, I want to learn about finite state transducers, what concepts should I learn first?", "answer": "finite state machines"}
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| 118 |
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{"question": "In the domain of Natural Language Processing, I want to learn about word distributions, what concepts should I learn first?", "answer": "structured learning;probabilities;n-gram models"}
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| 119 |
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{"question": "In the domain of Natural Language Processing, I want to learn about vector semantics, what concepts should I learn first?", "answer": "structured learning"}
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| 120 |
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{"question": "In the domain of Natural Language Processing, I want to learn about neural turing machine, what concepts should I learn first?", "answer": "recurrent neural networks;deep learning introduction"}
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| 121 |
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{"question": "In the domain of Natural Language Processing, I want to learn about a* search, what concepts should I learn first?", "answer": "search;heuristic search"}
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| 122 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Neural extractive summarization, what concepts should I learn first?", "answer": "extractive summarization"}
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| 123 |
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{"question": "In the domain of Natural Language Processing, I want to learn about expectation maximization algorithm, what concepts should I learn first?", "answer": "latent variable models;Mixture Models"}
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| 124 |
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{"question": "In the domain of Natural Language Processing, I want to learn about uncertainty, what concepts should I learn first?", "answer": "search"}
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| 125 |
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{"question": "In the domain of Natural Language Processing, I want to learn about spelling correction, what concepts should I learn first?", "answer": "chinese nlp;linguistics basics;natural language processing intro"}
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| 126 |
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{"question": "In the domain of Natural Language Processing, I want to learn about relation extraction, what concepts should I learn first?", "answer": "linguistics basics;semantic similarity;random walks and harmonic functions;natural language processing intro"}
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| 127 |
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{"question": "In the domain of Natural Language Processing, I want to learn about information extraction, what concepts should I learn first?", "answer": "toolkits for information retrieval;linguistics basics;text similarity;sentence representations;natural language processing intro"}
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| 128 |
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{"question": "In the domain of Natural Language Processing, I want to learn about semi supervised learning, what concepts should I learn first?", "answer": "parsing"}
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| 129 |
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{"question": "In the domain of Natural Language Processing, I want to learn about character level language models, what concepts should I learn first?", "answer": "evaluation of language modeling;word distributions"}
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| 130 |
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{"question": "In the domain of Natural Language Processing, I want to learn about morphological analysis, what concepts should I learn first?", "answer": "morphological typology"}
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| 131 |
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{"question": "In the domain of Natural Language Processing, I want to learn about recursive neural network, what concepts should I learn first?", "answer": "probabilities"}
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| 132 |
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{"question": "In the domain of Natural Language Processing, I want to learn about transition based dependency parsing, what concepts should I learn first?", "answer": "dependency parsing;shift-reduce parsing"}
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| 133 |
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{"question": "In the domain of Natural Language Processing, I want to learn about convolutional neural networks, what concepts should I learn first?", "answer": "neural networks"}
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| 134 |
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{"question": "In the domain of Natural Language Processing, I want to learn about prosody, what concepts should I learn first?", "answer": "linguistics basics"}
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| 135 |
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{"question": "In the domain of Natural Language Processing, I want to learn about transition based dependency parsing, what concepts should I learn first?", "answer": "dependency parsing;shift-reduce parsing"}
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| 136 |
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{"question": "In the domain of Natural Language Processing, I want to learn about robotics, what concepts should I learn first?", "answer": "uncertainty;reinforcement learning"}
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| 137 |
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{"question": "In the domain of Natural Language Processing, I want to learn about stack lstm, what concepts should I learn first?", "answer": "deep learning introduction;training neural networks"}
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| 138 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Markov Random Fields, what concepts should I learn first?", "answer": "graphical models"}
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| 139 |
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{"question": "In the domain of Natural Language Processing, I want to learn about graph convolutional networks, what concepts should I learn first?", "answer": "semi-supervised learning;convolutional neural networks;training neural networks"}
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| 140 |
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{"question": "In the domain of Natural Language Processing, I want to learn about chomsky hierarchy, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 141 |
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{"question": "In the domain of Natural Language Processing, I want to learn about agent-based view of ai, what concepts should I learn first?", "answer": "reinforcement learning;logic and logical agents"}
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| 142 |
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{"question": "In the domain of Natural Language Processing, I want to learn about bayesian network, what concepts should I learn first?", "answer": "probabilities;bayes theorem"}
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| 143 |
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{"question": "In the domain of Natural Language Processing, I want to learn about synthetic data generation, what concepts should I learn first?", "answer": "generative language model"}
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| 144 |
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{"question": "In the domain of Natural Language Processing, I want to learn about expert systems, what concepts should I learn first?", "answer": "logic and logical agents"}
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| 145 |
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{"question": "In the domain of Natural Language Processing, I want to learn about finite state transducers, what concepts should I learn first?", "answer": "finite state machines"}
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| 146 |
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{"question": "In the domain of Natural Language Processing, I want to learn about pagerank, what concepts should I learn first?", "answer": "graph-based nlp"}
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| 147 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Markov Random Fields, what concepts should I learn first?", "answer": "graphical models"}
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| 148 |
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{"question": "In the domain of Natural Language Processing, I want to learn about edit distance, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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| 149 |
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{"question": "In the domain of Natural Language Processing, I want to learn about multimodal fusion, what concepts should I learn first?", "answer": "multimodal embeddings"}
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| 150 |
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{"question": "In the domain of Natural Language Processing, I want to learn about Autoencoders, what concepts should I learn first?", "answer": "maximum likelihood estimation;backpropagation;neural networks;loss function"}
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| 151 |
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{"question": "In the domain of Natural Language Processing, I want to learn about a* search, what concepts should I learn first?", "answer": "search;heuristic search"}
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| 152 |
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{"question": "In the domain of Natural Language Processing, I want to learn about finite state transducers, what concepts should I learn first?", "answer": "finite state machines"}
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| 153 |
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{"question": "In the domain of Natural Language Processing, I want to learn about spectral clustering, what concepts should I learn first?", "answer": "machine learning resources;Unsupervised learning"}
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| 154 |
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{"question": "In the domain of Natural Language Processing, I want to learn about vector representations, what concepts should I learn first?", "answer": "structured learning;word distributions;natural language processing intro"}
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| 155 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about expectation maximization algorithm, what concepts should I learn first?", "answer": "latent variable models;Mixture Models"}
|
| 156 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about pointer networks, what concepts should I learn first?", "answer": "training neural networks"}
|
| 157 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about evaluation of question answering, what concepts should I learn first?", "answer": "question answering"}
|
| 158 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about informed search, what concepts should I learn first?", "answer": "search"}
|
| 159 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about hidden markov models, what concepts should I learn first?", "answer": "probabilities;bayesian network"}
|
| 160 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about machine translation techniques, what concepts should I learn first?", "answer": "machine translation"}
|
| 161 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about random walks and harmonic functions, what concepts should I learn first?", "answer": "machine learning resources"}
|
| 162 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Mixture Models, what concepts should I learn first?", "answer": "probabilities;clustering;Gaussian graphical models"}
|
| 163 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about mathematical models, what concepts should I learn first?", "answer": "probabilities"}
|
| 164 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Multi-News dataset creation, what concepts should I learn first?", "answer": "extractive summarization"}
|
| 165 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about relation extraction, what concepts should I learn first?", "answer": "linguistics basics;semantic similarity;random walks and harmonic functions;natural language processing intro"}
|
| 166 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about statistical parsing, what concepts should I learn first?", "answer": "probabilities;parsing"}
|
| 167 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Mean Field Approximation, what concepts should I learn first?", "answer": "graphical models"}
|
| 168 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Principal Component Analysis, what concepts should I learn first?", "answer": "dimensionality reduction;singular value decomposition"}
|
| 169 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about recursive neural networks, what concepts should I learn first?", "answer": "training neural networks"}
|
| 170 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about end-to-end ST, what concepts should I learn first?", "answer": "speech translation model"}
|
| 171 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about the ibm models, what concepts should I learn first?", "answer": "machine translation"}
|
| 172 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about heuristic search, what concepts should I learn first?", "answer": "search"}
|
| 173 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about variational bayes models, what concepts should I learn first?", "answer": "probabilities"}
|
| 174 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about speech processing, what concepts should I learn first?", "answer": "probabilities;linguistics basics;speech signal analysis;natural language processing intro;loss function"}
|
| 175 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about question answering system, what concepts should I learn first?", "answer": "semantic units"}
|
| 176 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about expert systems, what concepts should I learn first?", "answer": "logic and logical agents"}
|
| 177 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about question answering, what concepts should I learn first?", "answer": "probabilities;bayes theorem"}
|
| 178 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about text summarization, what concepts should I learn first?", "answer": "sentence representations"}
|
| 179 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about question answering system, what concepts should I learn first?", "answer": "semantic units"}
|
| 180 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about semi-supervised learning, what concepts should I learn first?", "answer": "machine learning resources;random walks and harmonic functions"}
|
| 181 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about social media analysis, what concepts should I learn first?", "answer": "sentiment analysis;relation extraction;information extraction"}
|
| 182 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about graph-based nlp, what concepts should I learn first?", "answer": "natural language processing intro"}
|
| 183 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about lexicography, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
|
| 184 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about stack lstm, what concepts should I learn first?", "answer": "deep learning introduction;training neural networks"}
|
| 185 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about speech processing, what concepts should I learn first?", "answer": "probabilities;linguistics basics;speech signal analysis;natural language processing intro;loss function"}
|
| 186 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about multimodal fusion, what concepts should I learn first?", "answer": "multimodal embeddings"}
|
| 187 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about social media analysis, what concepts should I learn first?", "answer": "sentiment analysis;relation extraction;information extraction"}
|
| 188 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about gibbs sampling, what concepts should I learn first?", "answer": "Sampling"}
|
| 189 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about monte carlo tree search, what concepts should I learn first?", "answer": "probabilities"}
|
| 190 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Lagrange duality, what concepts should I learn first?", "answer": "optimization"}
|
| 191 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about heuristic search, what concepts should I learn first?", "answer": "search"}
|
| 192 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about classification, what concepts should I learn first?", "answer": "probabilities;loss function"}
|
| 193 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about kernel function, what concepts should I learn first?", "answer": "machine learning resources"}
|
| 194 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about spelling correction, what concepts should I learn first?", "answer": "chinese nlp;linguistics basics;natural language processing intro"}
|
| 195 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about neural question answering, what concepts should I learn first?", "answer": "convolutional neural network;question answering;long short term memory networks;recurrent neural networks;neural networks"}
|
| 196 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about adversarial purification, what concepts should I learn first?", "answer": "computer vision"}
|
| 197 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about evaluation of language modeling, what concepts should I learn first?", "answer": "language modeling"}
|
| 198 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about regular expressions, what concepts should I learn first?", "answer": "natural language processing intro"}
|
| 199 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about KKT conditions, what concepts should I learn first?", "answer": "optimization"}
|
| 200 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about nlp and vision, what concepts should I learn first?", "answer": "linguistics basics;computer vision;natural language processing intro"}
|
| 201 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about computation theory, what concepts should I learn first?", "answer": "chomsky hierarchy"}
|
| 202 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about first-order logic, what concepts should I learn first?", "answer": "semi supervised learning;penn treebank"}
|
| 203 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about social network extraction, what concepts should I learn first?", "answer": "probabilities;information extraction"}
|
| 204 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about document ranking, what concepts should I learn first?", "answer": "information retrieval"}
|
| 205 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about markov chain monte carlo, what concepts should I learn first?", "answer": "Markov chains;Sampling"}
|
| 206 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about nlp for the humanities, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
|
| 207 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about word segmentation, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
|
| 208 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Naive Bayes, what concepts should I learn first?", "answer": "probabilities"}
|
| 209 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about hybrid retrieval, what concepts should I learn first?", "answer": "dense retrieval"}
|
| 210 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about random walks and harmonic functions, what concepts should I learn first?", "answer": "machine learning resources"}
|
| 211 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about sentence representations, what concepts should I learn first?", "answer": "structured learning"}
|
| 212 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about regular expressions, what concepts should I learn first?", "answer": "natural language processing intro"}
|
| 213 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about neural turing machine, what concepts should I learn first?", "answer": "recurrent neural networks;deep learning introduction"}
|
| 214 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about dual decomposition, what concepts should I learn first?", "answer": "optimization"}
|
| 215 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about bag of words model, what concepts should I learn first?", "answer": "vector representations"}
|
| 216 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about named entity recognition, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
|
| 217 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about computation theory, what concepts should I learn first?", "answer": "chomsky hierarchy"}
|
| 218 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about loss function, what concepts should I learn first?", "answer": "machine learning resources"}
|
| 219 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about logic and logical agents, what concepts should I learn first?", "answer": "search"}
|
| 220 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about phonetics, what concepts should I learn first?", "answer": "linguistics basics"}
|
| 221 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about logistic regression, what concepts should I learn first?", "answer": "machine learning resources"}
|
| 222 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about unsupervised speech-to-text translation, what concepts should I learn first?", "answer": "speech translation model"}
|
| 223 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about course introduction, what concepts should I learn first?", "answer": "probabilities;linguistics basics;hidden markov models;part of speech tagging;dynamic programming;statistical part of speech tagging;natural language processing intro"}
|
| 224 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about parsing, what concepts should I learn first?", "answer": "natural language processing intro"}
|
| 225 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about gated recurrent units, what concepts should I learn first?", "answer": "recurrent neural networks"}
|
| 226 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Neural extractive summarization, what concepts should I learn first?", "answer": "extractive summarization"}
|
| 227 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about character level language models, what concepts should I learn first?", "answer": "evaluation of language modeling;word distributions"}
|
| 228 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about language models, what concepts should I learn first?", "answer": "regularization"}
|
| 229 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about gated recurrent units, what concepts should I learn first?", "answer": "recurrent neural networks"}
|
| 230 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about EigenSent algorithm, what concepts should I learn first?", "answer": "spectral method"}
|
| 231 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about propositional logic, what concepts should I learn first?", "answer": "logic and logical agents;linguistics basics;natural language processing intro"}
|
| 232 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about graph convolutional networks, what concepts should I learn first?", "answer": "semi-supervised learning;convolutional neural networks;training neural networks"}
|
| 233 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about matrix factorization, what concepts should I learn first?", "answer": "machine learning resources;Principal Component Analysis"}
|
| 234 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about dependency parsing, what concepts should I learn first?", "answer": "parsing"}
|
| 235 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Manifold Learning, what concepts should I learn first?", "answer": "probabilities;feature learning;dimensionality reduction;Principal Component Analysis"}
|
| 236 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about tools for dl, what concepts should I learn first?", "answer": "programming languages;python"}
|
| 237 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about social network extraction, what concepts should I learn first?", "answer": "probabilities;information extraction"}
|
| 238 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about computational phonology, what concepts should I learn first?", "answer": "linguistics basics"}
|
| 239 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about agent-based view of ai, what concepts should I learn first?", "answer": "reinforcement learning;logic and logical agents"}
|
| 240 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Autoencoders, what concepts should I learn first?", "answer": "maximum likelihood estimation;backpropagation;neural networks;loss function"}
|
| 241 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about morphological analysis, what concepts should I learn first?", "answer": "morphological typology"}
|
| 242 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about hybrid retrieval, what concepts should I learn first?", "answer": "dense retrieval"}
|
| 243 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about logic and logical agents, what concepts should I learn first?", "answer": "search"}
|
| 244 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about heuristic search, what concepts should I learn first?", "answer": "search"}
|
| 245 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about heuristic search, what concepts should I learn first?", "answer": "search"}
|
| 246 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about expectation maximization algorithm, what concepts should I learn first?", "answer": "latent variable models;Mixture Models"}
|
| 247 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about the ibm models, what concepts should I learn first?", "answer": "machine translation"}
|
| 248 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Unsupervised learning, what concepts should I learn first?", "answer": "machine learning resources;random walks and harmonic functions"}
|
| 249 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about toolkits for information retrieval, what concepts should I learn first?", "answer": "information retrieval"}
|
| 250 |
-
{"question": "In the domain of Natural Language Processing, I want to learn about Sequence to sequence, what concepts should I learn first?", "answer": "linguistics basics;natural language processing intro"}
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