Tweet AND NLP based IR
Descendants partagés
30 Documents
Omar Khattab sur X : "ColBERT in 81 languages by generalizing from English training! ..."
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2024-02-28 A propos
Omar Khattab sur X : "A thread on late interaction, how it works efficiently, and why/where it's been shown to improve quality"
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2024-02-05 A propos
Craig Macdonald sur X : "a thread of our main ColBERT research findings"
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2024-02-01 A propos
Jo Kristian Bergum sur X : (on "why using ColBERT?")
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2024-01-28 A propos
Omar Khattab sur X : "A🧵on beating the hardware lottery for retrieval: the internals of the late interaction stack. ColBERT..."
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2023-12-29 A propos
Omar Khattab sur X : "This isn't the main point of this great new paper by @sophiaalthammer et al. But it's incredible how ColBERT at 1000 training queries is better than DPR trained at *50,000* queries!"
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2023-09-14 A propos
Scott Condron sur Twitter : "Embedding-based retrieval alone might be insufficient"...
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2023-07-01 A propos
Jerry Liu sur Twitter : "LlamaIndex: define your *own* (simplified) hybrid search"
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2023-04-29 A propos
Jerry Liu sur Twitter : "Sparse-Dense Hybrid Search..."
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2023-04-09 A propos
Jo Kristian Bergum sur Twitter : "The movement around connecting LLMs with your data via retrieval augmentation seems to lack a focus on retrieval quality."
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2023-04-07 A propos
Chau Tran sur Twitter : "Some "in the trenches" learnings from integrating vector search into an enterprise search system..."
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2023-02-17 A propos
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 A propos
Omar Khattab sur Twitter : "New features in 𝗖𝗼𝗹𝗕𝗘𝗥𝗧 ‣ Index Updater. Simple API to add/remove documents..."
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2023-01-30 A propos
cohere sur Twitter : "With neural search, you can finally have a powerful search function for internal data that works just as well as external search engines such as Google. Making it especially useful for searching internal company documents..."
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2023-01-23 A propos
Ori Ram sur Twitter :"What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary"
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2022-12-21 A propos
Alex sur Twitter : how you can leverage both @Cohere and @Pinecone libraries to quickly build a POC Arxiv search
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2022-12-01 A propos
Alex sur Twitter : "Semantic search: how you can leverage both @CohereAI and @pinecone libraries to quickly build a POC..."
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2022-11-08 A propos
Shubham Saboo sur Twitter : "Build a Google-like search for your data in 30 mins..." (using LLMs)
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2022-11-07 A propos
Karl Higley sur Twitter : "Many ANN search tools (e.g. FAISS, ScaNN) allow you to provide multiple points as part of the same query..."
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2022-08-20 A propos
Connor Shorten sur Twitter : "Wow, incredible to see this from NASA! 🚀 Weaviate's integration of Vector Search with Graph Data and Symbolic Relations is a very interesting combination of technologies!..."
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2022-08-11 A propos
Devendra Singh Sachan sur Twitter : "ART (Autoencoding-based Retriever Training), an unsupervised method to train a dense retriever that only uses questions and a collection of unpaired documents as the training data."
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2022-07-06 A propos
Max Irwin sur Twitter : "Instant Neural Search for your website! ..."
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2022-05-19 A propos
Nils Reimers sur Twitter : "A nice thread on generalization performance for Dense Retrieval models..."
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2022-04-27 A propos
Devendra Singh Sachan sur Twitter : "...Unsupervised Passage Re-ranker (UPR), an approach to re-rank retrieved passages for information retrieval tasks."
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2022-04-18 A propos
Yosi Shamay sur Twitter : "a new platform for rapid ad-hoc knowledgebase construction using extractive search...."
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2022-02-22 A propos
Nils Reimers sur Twitter : "Do dense retrieval models work out-of-the-box for your specific domain? Often the answer was No😢..."
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2021-12-15 A propos
Nils Reimers sur Twitter : "Neural Search for Low Resource Scenarios..."
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2021-10-27 A propos
Zexuan Zhong sur Twitter : ...Does this really mean dense models are better? No Our #EMNLP2021 paper shows dense retrievers even fail to answer simple entity-centric questions
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2021-10-07 A propos
Nils Reimers sur Twitter : "Introduction - Neural Search"
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2021-09-20 A propos
Nandan Thakur sur Twitter : "@ikuyamada @Nils_Reimers Thanks @ikuyamad..."
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2021-07-09 A propos