Not Encoding Factual Knowledge in Language Model ; Question Answering AND Information retrieval
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deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"
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2023-02-02 About
Akari Asai sur Twitter : "Can we solely rely on LLMs’ memories (eg replace search w ChatGPT)? Probably not... Our analysis shows how retrieval is complementary to LLMs’ parametric knowledge..."
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2022-12-21 About
[2207.06300] Re2G: Retrieve, Rerank, Generate
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2022-07-14 About
Integrate ORQA and REALM for Open Domain Question Answering · Issue #312 · deepset-ai/haystack
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2022-01-12 About