Language Model AND NLP@Stanford
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47 Documents
[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
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
Zain Hasan sur X : "why do large language models pay more attention to and reason better over the beginning and end of what you tell them in prompts?"
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2023-11-19 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
How to use Alpaca-LoRA to fine-tune a model like ChatGPT
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2023-05-26 About
[2304.09848] Evaluating Verifiability in Generative Search Engines
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2023-04-23 About
Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."
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2023-04-05 About
[2304.01982] Rethinking the Role of Token Retrieval in Multi-Vector Retrieval
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2023-04-05 About
Alpaca Finetuning of Llama on a 24G Consumer GPU
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2023-03-27 About
tloen/alpaca-lora: Instruct-tune LLaMA on consumer hardware
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2023-03-22 About
LLM Zoo at Home: LLaMA & Alpaca | bergis universe of software, hardware and ideas
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2023-03-20 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
Prompting, Instruction Finetuning, and RLHF (CS224N)
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2023-02-16 About
[2203.14465] STaR: Bootstrapping Reasoning With Reasoning
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2023-02-07 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
Stanford studied 30 large language models so you don’t have to
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2022-12-20 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
Meet CoAuthor, an Experiment in Human-AI Collaborative Writing
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2022-11-13 About
[2210.09338] Deep Bidirectional Language-Knowledge Graph Pretraining
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2022-10-23 About
[2208.01066] What Can Transformers Learn In-Context? A Case Study of Simple Function Classes
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2022-09-17 About
cs224n Lecture 13: Integrating Knowledge in Language Models
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2022-07-08 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
[2006.05987] Revisiting Few-sample BERT Fine-tuning
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2022-03-21 About
Document Matching for Job Descriptions | Semantic Scholar (2021)
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2022-03-09 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
[2112.01488] ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
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2021-12-05 About
Seth Stafford sur Twitter : "Here’s a nice paper (ICLR spotlight) on how to apply masking in LM training..."
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2021-10-16 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
BERT, ELMo, & GPT-2: How Contextual are Contextualized Word Representations? | SAIL Blog
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2020-03-28 About
Lecture 14 – Contextual Vectors | Stanford CS224U: Natural Language Understanding | Spring 2019
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2020-01-05 About
[1911.00172] Generalization through Memorization: Nearest Neighbor Language Models
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2019-12-20 About
SRILM - The SRI Language Modeling Toolkit
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2012-03-24 About