Semanlink - Favoris ; Machine learning AND AI@Stanford

Impression

Recherche de Mot-clé

Recherche de Doc

Préférences...

Mots-clés liés

AI@Google - AI@Stanford - Alpaca - Arxiv Doc - BERT - ChatGPT - Chris Manning - ColBERT - Contextualized word representations - Deep NLP - Distributional semantics - Explainable AI - Fine-tuning - GitHub project - GloVe - Good - Human-AI collaboration - Human in the loop - Instruction tuning - Knowledge-augmented Language Models - Language Model - Language Models + Knowledge - LLaMA - LLM - Multi-Vector Retrieval - Named Entity Recognition - Neural Search - NLP: pretraining - NLP@Google - NLP@Stanford - NLP based IR - NLP tools - NLTK - Not Encoding Factual Knowledge in Language Model - Omar Khattab - Pretrained models - Prompting/In-context learning - Prompts - Question Answering - Retrieval augmented LM - Retrieval-based NLP - Sentence Embeddings - Slides - Sparse retrieval - Stanford POS Tagger - Text Classification - Transformers - Tweet - Twitter thread - Word embeddings -

Favoris ; Machine learning AND AI@Stanford

Descendants partagés

87 Documents

[2404.13950] SPLATE: Sparse Late Interaction Retrieval

Tags:

2024-04-23 A propos

[2404.03592] ReFT: Representation Finetuning for Language Models

Tags:

2024-04-08 A propos

ColBERT gist:c1182551fa609736d47df4af82f7c5ab

Tags:

2024-03-08 A propos

ColBERT Inference in the Browser

Tags:

2024-03-08 A propos

Announcing Vespa Long-Context ColBERT | Vespa Blog

Tags:

2024-03-03 A propos

Omar Khattab sur X : "ColBERT in 81 languages by generalizing from English training! ..."

Tags:

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"

Tags:

2024-02-05 A propos

Craig Macdonald sur X : "a thread of our main ColBERT research findings"

Tags:

2024-02-01 A propos

long document ranking · Issue #11 · stanford-futuredata/ColBERT

Tags:

2024-01-31 A propos

Exploring ColBERT with RAGatouille | Simon Willison’s TILs

Tags:

2024-01-29 A propos

Jo Kristian Bergum sur X : (on "why using ColBERT?")

Tags:

2024-01-28 A propos

bclavie/RAGatouille

Tags:

2024-01-26 A propos

Omar Khattab sur X : "A🧵on beating the hardware lottery for retrieval: the internals of the late interaction stack. ColBERT..."

Tags:

2023-12-29 A propos

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?"

Tags:

2023-11-19 A propos

raphaelsty/neural-cherche: Neural Search

Tags:

2023-11-17 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!"

Tags:

2023-09-14 A propos

Archit Sharma sur Twitter : "Direct Preference Optimization (DPO) allows you to fine-tune LMs directly from preferences via a simple classification loss, no RL required"

Tags:

2023-05-31 A propos

Eric sur Twitter : "...Introducing Direct Preference Optimization (DPO), a simple classification loss provably equivalent to RLHF"

Tags:

2023-05-31 A propos

LangChain Retrieval Webinar - YouTube

Tags:

2023-05-27 A propos

How to use Alpaca-LoRA to fine-tune a model like ChatGPT

Tags:

2023-05-26 A propos

[2304.09848] Evaluating Verifiability in Generative Search Engines

Tags:

2023-04-23 A propos

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..."

Tags:

2023-04-05 A propos

[2304.01982] Rethinking the Role of Token Retrieval in Multi-Vector Retrieval

Tags:

2023-04-05 A propos

Alpaca Finetuning of Llama on a 24G Consumer GPU

Tags:

2023-03-27 A propos

tloen/alpaca-lora: Instruct-tune LLaMA on consumer hardware

Tags:

2023-03-22 A propos

LLM Zoo at Home: LLaMA & Alpaca | bergis universe of software, hardware and ideas

Tags:

2023-03-20 A propos

stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.

Tags:

2023-02-18 A propos

Prompting, Instruction Finetuning, and RLHF (CS224N)

Tags:

2023-02-16 A propos

[2203.14465] STaR: Bootstrapping Reasoning With Reasoning

Tags:

2023-02-07 A propos

Omar Khattab sur Twitter : "New features in 𝗖𝗼𝗹𝗕𝗘𝗥𝗧 ‣ Index Updater. Simple API to add/remove documents..."

Tags:

2023-01-30 A propos

[2301.04709] Causal Abstraction for Faithful Model Interpretation

Tags:

2023-01-14 A propos

Stanford studied 30 large language models so you don’t have to

Tags:

2022-12-20 A propos

shikhar sur Twitter : "Instead of asking whether tree structure should be baked into NNs, our new paper asks if transformers already have a tendency to learn tree structured computations when trained on language, and if this structure is predictive of generalization! "

Tags:

2022-12-09 A propos

Talking to Models: Stanford U & Microsoft Method Enables Developers to Correct Model Bugs via Natural Language Patches | Synced

Tags:

2022-11-27 A propos

Meet CoAuthor, an Experiment in Human-AI Collaborative Writing

Tags:

2022-11-13 A propos

[2210.09338] Deep Bidirectional Language-Knowledge Graph Pretraining

Tags:

2022-10-23 A propos

[2208.01066] What Can Transformers Learn In-Context? A Case Study of Simple Function Classes

Tags:

2022-09-17 A propos

cs224n Lecture 13: Integrating Knowledge in Language Models

Tags:

2022-07-08 A propos

[2204.08491] Active Learning Helps Pretrained Models Learn the Intended Task

Tags:

2022-04-20 A propos

I.A.B sur Twitter : "When we "know the meaning" of a word, what is it that we know? For example, what does knowing the words "dolphin" and "tiger" entail?..."

Tags:

2022-04-15 A propos

[2203.13088] Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction

Tags:

2022-03-30 A propos

[2006.05987] Revisiting Few-sample BERT Fine-tuning

Tags:

2022-03-21 A propos

Document Matching for Job Descriptions | Semantic Scholar (2021)

Tags:

2022-03-09 A propos

Integrate ORQA and REALM for Open Domain Question Answering · Issue #312 · deepset-ai/haystack

Tags:

2022-01-12 A propos

[2004.12832] ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT

Tags:

2022-01-12 A propos

[2007.00814] Relevance-guided Supervision for OpenQA with ColBERT

Tags:

2022-01-07 A propos

[2112.01488] ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction

Tags:

2021-12-05 A propos

Seth Stafford sur Twitter : "Here’s a nice paper (ICLR spotlight) on how to apply masking in LM training..."

Tags:

2021-10-16 A propos

Selective Classification Can Magnify Disparities Across Groups | SAIL Blog

Tags:

2021-10-16 A propos

VaLaR NMT: Vastly Lacking Resources Neural Machine Translation (2019)

Tags:

2021-10-14 A propos

Building Scalable, Explainable, and Adaptive NLP Models with Retrieval | SAIL Blog

Tags:

2021-10-07 A propos

Link Prediction with Graph Neural Networks and Knowledge Extraction

Tags:

2021-09-03 A propos

A Moderate Proposal for Radically Better AI-powered Web Search

Tags:

2021-07-10 A propos

Pablo Castro sur Twitter : "Random finding of the day for word embeddings: vec("apple")-vec("apples") yields a vector close to ipad, ipod, etc. (apples removes the "fruitness" from apple)

Tags:

2020-12-18 A propos

[2010.00402] From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering

Tags:

2020-10-03 A propos

A Study of multilabel text classification and the effect of label hierarchy (2015)

Tags:

2020-08-15 A propos

[2007.04612] Concept Bottleneck Models

Tags:

2020-07-10 A propos

dicksontsai/stanford-nlp-local-extension: Chrome extension for sending content to localhost server running Stanford NLP tools.

Tags:

2020-07-03 A propos

[2007.00077] Similarity Search for Efficient Active Learning and Search of Rare Concepts

Tags:

2020-07-02 A propos

[2006.09462] Selective Question Answering under Domain Shift

Tags:

2020-06-30 A propos

BERT, ELMo, & GPT-2: How Contextual are Contextualized Word Representations? | SAIL Blog

Tags:

2020-03-28 A propos

Lecture 14 – Contextual Vectors | Stanford CS224U: Natural Language Understanding | Spring 2019

Tags:

2020-01-05 A propos

[1911.00172] Generalization through Memorization: Nearest Neighbor Language Models

Tags:

2019-12-20 A propos

[1807.00082] Amanuensis: The Programmer's Apprentice

Tags:

**The use of natural language to facilitate communication
between the expert programmer and apprentice AI system.**

> an overview of the material covered in a course taught at Stanford in the spring quarter of 2018. The course draws upon **insight from cognitive and systems neuroscience to implement hybrid connectionist and symbolic reasoning systems** that leverage and extend the state of the art in machine learning **by integrating human and machine intelligence**. As a concrete example we focus on digital assistants that learn from continuous dialog with an expert software engineer while providing initial value as powerful analytical, computational and mathematical savants.

> [#Dehaene](/tag/stanislas_dehaene)'s work extends the [#Global Workspace Theory](/tag/global_workspace_theory) of Bernard Baars. Dehaene’s version of the theory combined with Yoshua Bengio’s concept of a [#consciousness prior](/tag/consciousness_prior.html) and deep reinforcement learning suggest a model for constructing and maintaining the cognitive states that arise and persist during complex problem solving.

2019-11-12 A propos

Introduction to PyTorch Code Examples

Tags:

2019-04-03 A propos

Training Classifiers with Natural Language Explanations

Tags:

2018-06-23 A propos

Named Entity Recognition and the Stanford NER Software (slides)

Tags:

2018-05-20 A propos

Stanford Named Entity Recognizer

Tags:

Stanford NER

2018-05-20 A propos

How to Train your Own Model with NLTK and Stanford NER Tagger? (for English, French, German…)

Tags:

2018-05-20 A propos

Context is Everything: Finding Meaning Statistically in Semantic Spaces (CS224n 2018)

Tags:

2018-04-05 A propos

Exploring neural architectures for NER (CS224N 2018)

Tags:

2018-04-05 A propos

CS224n: Natural Language Processing with Deep Learning

Tags:

2018-04-05 A propos

Effective Word Representation for Named Entity Recognition (2017)

Tags:

2018-03-06 A propos

CS224n: Natural Language Processing with Deep Learning

Tags:

2017-09-10 A propos

An overview of word embeddings and their connection to distributional semantic models - AYLIEN (2016)

Tags:

2017-07-20 A propos

Dive Into NLTK, Part V: Using Stanford Text Analysis Tools in Python – Text Mining Online

Tags:

2017-07-11 A propos

NLTK: Installing Third Party Software · nltk Wiki

Tags:

2017-07-11 A propos

Source code for nltk.tag.stanford — NLTK documentation

Tags:

2017-07-11 A propos

nltk.tag.stanford module — NLTK documentation

Tags:

2017-07-11 A propos

Stanford Log-linear Part-Of-Speech Tagger

Tags:

Stanford POS Tagger

2017-07-11 A propos

Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors (2014)

Tags:

2017-05-18 A propos

How is GloVe different from word2vec? - Quora

Tags:

2017-05-18 A propos

GloVe: Global Vectors for Word Representation

Tags:

2017-05-18 A propos

java - Method(s) to output confidence score from Stanford Classifier? - Stack Overflow

Tags:

2014-04-08 A propos

[java-nlp-user] Stanford NER: confidence scores

Tags:

Stanford classifier

2014-04-08 A propos

The Stanford classifier

Tags:

Stanford classifier

2014-03-16 A propos

SRILM - The SRI Language Modeling Toolkit

Tags:

2012-03-24 A propos