NLP tasks / problems ; NLP: use cases AND Not Encoding Factual Knowledge in Language Model
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10 Documents
NER using DSPy
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2024-04-12 About
Announcing Vespa Long-Context ColBERT | Vespa Blog
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2024-03-03 About
long document ranking · Issue #11 · stanford-futuredata/ColBERT
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2024-01-31 About
stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.
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2023-02-18 About
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
[2108.13934] Robust Retrieval Augmented Generation for Zero-shot Slot Filling
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2022-01-19 About
Integrate ORQA and REALM for Open Domain Question Answering · Issue #312 · deepset-ai/haystack
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2022-01-12 About
[2112.01488] ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
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2021-12-05 About