Favoris ; AI girls and guys AND AI@Stanford
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39 Documents
[2404.13950] SPLATE: Sparse Late Interaction Retrieval
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2024-04-23 About
[2404.03592] ReFT: Representation Finetuning for Language Models
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2024-04-08 About
ColBERT gist:c1182551fa609736d47df4af82f7c5ab
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2024-03-08 About
ColBERT Inference in the Browser
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2024-03-08 About
Announcing Vespa Long-Context ColBERT | Vespa Blog
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2024-03-03 About
Omar Khattab sur X : "ColBERT in 81 languages by generalizing from English training! ..."
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2024-02-28 About
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 About
[2401.18059] RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
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2024-02-03 About
Craig Macdonald sur X : "a thread of our main ColBERT research findings"
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2024-02-01 About
long document ranking · Issue #11 · stanford-futuredata/ColBERT
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2024-01-31 About
Exploring ColBERT with RAGatouille | Simon Willison’s TILs
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2024-01-29 About
Jo Kristian Bergum sur X : (on "why using ColBERT?")
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2024-01-28 About
bclavie/RAGatouille
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2024-01-26 About
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 About
raphaelsty/neural-cherche: Neural Search
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2023-11-17 About
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 About
LangChain Retrieval Webinar - YouTube
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2023-05-27 About
Stanford CS224W GraphML Tutorials – Medium
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2023-05-18 About
[2304.01982] Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
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2023-04-05 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
Omar Khattab sur Twitter : "New features in 𝗖𝗼𝗹𝗕𝗘𝗥𝗧 ‣ Index Updater. Simple API to add/remove documents..."
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2023-01-30 About
Talking to Models: Stanford U & Microsoft Method Enables Developers to Correct Model Bugs via Natural Language Patches | Synced
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2022-11-27 About
[2210.09338] Deep Bidirectional Language-Knowledge Graph Pretraining
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2022-10-23 About
[2203.13088] Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction
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2022-03-30 About
Integrate ORQA and REALM for Open Domain Question Answering · Issue #312 · deepset-ai/haystack
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2022-01-12 About
[2004.12832] ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
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2022-01-12 About
[2007.00814] Relevance-guided Supervision for OpenQA with ColBERT
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2022-01-07 About
AK sur Twitter : "You Only Need One Model for Open-domain Question Answering..."
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2021-12-23 About
[2112.01488] ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
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2021-12-05 About
Building Scalable, Explainable, and Adaptive NLP Models with Retrieval | SAIL Blog
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2021-10-07 About
A Moderate Proposal for Radically Better AI-powered Web Search
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2021-07-10 About
Softmax classifier (CS231n Convolutional Neural Networks for Visual Recognition)
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2020-06-04 About
[1911.00172] Generalization through Memorization: Nearest Neighbor Language Models
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2019-12-20 About
[1807.00082] Amanuensis: The Programmer's Apprentice
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2019-11-12 About
CS224n: Natural Language Processing with Deep Learning
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2017-09-10 About
An overview of word embeddings and their connection to distributional semantic models - AYLIEN (2016)
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2017-07-20 About
Word Meaning and Similarity - Stanford University
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2017-07-20 About
GloVe: Global Vectors for Word Representation
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2017-05-18 About
Introduction to Information Retrieval, Cambridge University Press (2008) Manning, Raghavan, and Schütze
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2012-04-01 About