Datasets:
Formats:
parquet
Languages:
English
Size:
1M - 10M
ArXiv:
Tags:
english
sentence-similarity
sentence-pair-classification
semantic-retrieval
re-ranking
information-retrieval
License:
Update README.md
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README.md
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license: apache-2.0
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---
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# Redis LangCache Sentence Pairs Dataset
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- **SICK (Sentences Involving Compositional Knowledge)** β [Dataset page](http://marcobaroni.org/composes/sick.html) | [Dataset on Hugging Face](https://huggingface.co/datasets/sick)
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- **STS-B (Semantic Textual Similarity Benchmark)** β [SemEval 2017 Task page](http://alt.qcri.org/semeval2017/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/stsb)
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## Uses
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- Train/fine-tune sentence encoders for **semantic retrieval** and **re-ranking**.
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size_categories:
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- 1M<n<10M
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license: apache-2.0
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pretty_name: RedisLangCache SentecePairs v1
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---
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# Redis LangCache Sentence Pairs Dataset
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- **SICK (Sentences Involving Compositional Knowledge)** β [Dataset page](http://marcobaroni.org/composes/sick.html) | [Dataset on Hugging Face](https://huggingface.co/datasets/sick)
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- **STS-B (Semantic Textual Similarity Benchmark)** β [SemEval 2017 Task page](http://alt.qcri.org/semeval2017/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/stsb)
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- **APT (Adversarial Paraphrasing Task)** β [Paper](https://aclanthology.org/2021.acl-long.552/) | [Dataset repo](https://github.com/Advancing-Machine-Human-Reasoning-Lab/apt)
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- **MRPC (Microsoft Research Paraphrase Corpus)** β [Dataset page](https://www.microsoft.com/en-us/download/details.aspx?id=52398) | [GLUE version](https://huggingface.co/datasets/glue/viewer/mrpc)
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- **PARADE (Paraphrase Identification requiring Domain Knowledge)** β [Paper (EMNLP 2020)](https://aclanthology.org/2020.emnlp-main.611/) | [Dataset repo](https://github.com/heyunh2015/PARADE_dataset)
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- **PAWS (Paraphrase Adversaries from Word Scrambling)** β [Paper](https://arxiv.org/abs/1904.01130) | [Dataset on Hugging Face](https://huggingface.co/datasets/paws)
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- **PIT2015 (SemEval 2015 Twitter Paraphrase)** β [Task page](https://alt.qcri.org/semeval2015/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/pit2015)
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- **QQP (Quora Question Pairs)** β [GLUE version](https://huggingface.co/datasets/glue/viewer/qqp)
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- **SICK (Sentences Involving Compositional Knowledge)** β [Dataset page](http://marcobaroni.org/composes/sick.html) | [Dataset on Hugging Face](https://huggingface.co/datasets/sick)
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- **STS-B (Semantic Textual Similarity Benchmark)** β [Task page](https://alt.qcri.org/semeval2017/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/stsb)
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## Uses
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- Train/fine-tune sentence encoders for **semantic retrieval** and **re-ranking**.
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