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Foundational concepts\n- [What is Neural Search?](pills/neural-search.md)\n- [What is Question Answering?](pills/question-answering.md)\n\n## Retrieval\n- [Sparse retrieval: Bag-of-words, TF-IDF](pills/sparse-bow-tfidf.md)\n- [Sparse retrieval: BM25](pills/sparse-bm25.md)\n- [From sparse representations to Language Models](pills/from-sparse-to-lm.md)\n- [Dense Passage Retrieval](pills/dpr.md)\n- [Sentence Transformers for Dense Retrieval](pills/sbert.md)\n- [Retrieve and Re-Rank](pills/retrieve-re-rank.md)\n- [Retrieval Evaluation](pills/retrieval-evaluation.md)\n\n## Question Answering\n- [Combining document retrieval and machine comprehension for Question Answering](pills/machine-reading-at-scale.md)\n- [Machine Reading Models (= Readers)](pills/reader.md)\n- [Extractive Question Answering Evaluation](pills/extractive-qa-evaluation.md)\n- [Retrieval-based Answer Generation](pills/retrieval-based-answer-generation.md)\n\n## Neural Search Ecosystem\n- Vector Search\n- Document Stores and Vector Databases\n- FAISS\n- [Neural Search/LLM frameworks](pills/frameworks.md)\n\n## Misc on Neural Search\n- Question Answering on Tables\n- Question Generation\n- GPL: Generative Pseudo Labeling\n- CLIP: Contrastive Language-Image Pre-Training\n\n## Other\n- Natural Language Inference models and Zero-Shot Classification\n- Model Distillation","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanakin87%2Fneural-search-pills","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanakin87%2Fneural-search-pills","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanakin87%2Fneural-search-pills/lists"}