Agrover112 / awesome-semantic-search

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.
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Docs: Add details tag #20

Closed vinzvinci closed 2 years ago

vinzvinci commented 3 years ago

I think it's better if you add a details tag for papers section.

Ex.

Papers ### 2014 - [A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval](https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/cikm2014_cdssm_final.pdf) ### 2015 - [Skip-Thought Vectors](https://arxiv.org/pdf/1506.06726.pdf) ### 2016 - [Bag of Tricks for Efficient Text Classification](https://arxiv.org/abs/1607.01759) - [Enriching Word Vectors with Subword Information](https://arxiv.org/abs/1607.04606) ### 2017 - [Supervised Learning of Universal Sentence Representations from Natural Language Inference Data](https://research.fb.com/wp-content/uploads/2017/09/emnlp2017.pdf) ### 2018 - [Universal Sentence Encoder](https://arxiv.org/pdf/1803.11175.pdf) - [Learning Semantic Textual Similarity from Conversations](https://arxiv.org/pdf/1804.07754.pdf) - [Google AI Blog: Advances in Semantic Textual Similarity](https://ai.googleblog.com/2018/05/advances-in-semantic-textual-similarity.html) ### 2019 - [LASER: Language Agnostic Sentence Representations](https://engineering.fb.com/2019/01/22/ai-research/laser-multilingual-sentence-embeddings/) - [Document Expansion by Query Prediction](https://arxiv.org/abs/1904.08375) - [Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks](https://arxiv.org/pdf/1908.10084.pdf) - [Multi-Stage Document Ranking with BERT](https://arxiv.org/abs/1910.14424) ### 2020 - [Rapidly Deploying a Neural Search Engine for the COVID-19 Open Research Dataset: Preliminary Thoughts and Lessons Learned](https://arxiv.org/abs/2004.05125) - [PASSAGE RE-RANKING WITH BERT](https://arxiv.org/pdf/1901.04085.pdf) - [CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization](https://arxiv.org/pdf/2006.09595.pdf) - [LaBSE:Language-agnostic BERT Sentence Embedding](https://arxiv.org/abs/2007.01852) - [Covidex: Neural Ranking Models and Keyword Search Infrastructure for the COVID-19 Open Research Dataset](https://arxiv.org/abs/2007.07846) - [DeText: A deep NLP framework for intelligent text understanding](https://engineering.linkedin.com/blog/2020/open-sourcing-detext) - [Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation](https://arxiv.org/pdf/2004.09813.pdf) - [Pretrained Transformers for Text Ranking: BERT and Beyond](https://arxiv.org/abs/2010.06467) ### 2021 - [Augmented SBERT](https://arxiv.org/pdf/2010.08240.pdf) - [BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models](https://arxiv.org/abs/2104.08663)
Agrover112 commented 3 years ago

I will have to experiment whether it looks appropriate for this repo.

vinzvinci commented 3 years ago

Cool, it will less scroll-down for people