Favoris ; Education AND Embeddings
Descendants partagés
33 Documents
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
[2104.08821] SimCSE: Simple Contrastive Learning of Sentence Embeddings
Tags:
2022-10-17 A propos
[2012.12624] Learning Dense Representations of Phrases at Scale
Tags:
2022-05-11 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
Document Matching for Job Descriptions | Semantic Scholar (2021)
Tags:
2022-03-09 A propos
[2109.08133] Phrase Retrieval Learns Passage Retrieval, Too
Tags:
2021-09-30 A propos
A Self-Training Approach for Short Text Clustering - (Hadifar 2019)
Tags:
2021-05-20 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
Lecture 14 – Contextual Vectors | Stanford CS224U: Natural Language Understanding | Spring 2019
Tags:
2020-01-05 A propos
Efficient multi-lingual language model fine-tuning · fast.ai NLP
Tags:
2019-10-22 A propos
[1703.02507] Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features
Tags:
2019-03-25 A propos
[1902.09229] A Theoretical Analysis of Contrastive Unsupervised Representation Learning
Tags:
2019-03-20 A propos
Contrastive Unsupervised Learning of Semantic Representations: A Theoretical Framework – Off the convex path (2019-03)
Tags:
2019-03-20 A propos
Word Embeddings: Explaining their properties – Off the convex path (2016)
Tags:
2019-03-20 A propos
nlp-notebooks/Simple Sentence Similarity.ipynb at master · nlptown/nlp-notebooks
Tags:
2019-02-07 A propos
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline (Ethayarajh 2018)
Tags:
2018-10-08 A propos
Linear algebraic structure of word meanings – Off the convex path
Tags:
2018-09-20 A propos
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors (2018)
Tags:
2018-09-18 A propos
Simple and efficient semantic embeddings for rare words, n-grams, and language features – Off the convex path
Tags:
2018-09-18 A propos
A Latent Variable Model Approach to PMI-based Word Embeddings (2016)
Tags:
2018-08-28 A propos
[1601.03764] Linear Algebraic Structure of Word Senses, with Applications to Polysemy
Tags:
2018-08-28 A propos
Deep-learning-free Text and Sentence Embedding, Part 2 – Off the convex path
Tags:
2018-06-25 A propos
Deep-learning-free Text and Sentence Embedding, Part 1 – Off the convex path
Tags:
2018-06-25 A propos
Sanjeev Arora on "A theoretical approach to semantic representations" - YouTube (2016)
Tags:
2018-06-10 A propos
A Theoretical Approach to Semantic Coding and Hashing | Simons Institute for the Theory of Computing (2016)
Tags:
2018-05-26 A propos
A Simple but Tough-to-Beat Baseline for Sentence Embeddings (2017)
Tags:
2018-05-10 A propos
Context is Everything: Finding Meaning Statistically in Semantic Spaces (CS224n 2018)
Tags:
2018-04-05 A propos
Semantic Word Embeddings – Off the convex path
Tags:
2017-11-21 A propos
An overview of word embeddings and their connection to distributional semantic models - AYLIEN (2016)
Tags:
2017-07-20 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