Sentences: similarity, embeddings... AND Word embeddings
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19 Documents
Building a sentence embedding index with fastText and BM25 | by David Mezzetti | Towards Data Science
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2021-09-30 A propos
A Self-Training Approach for Short Text Clustering - (Hadifar 2019)
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2021-05-20 A propos
[1703.02507] Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features
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2019-03-25 A propos
nlp-notebooks/Simple Sentence Similarity.ipynb at master · nlptown/nlp-notebooks
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2019-02-07 A propos
Word Mover's Embedding: From Word2Vec to Document Embedding (2018)
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2018-11-10 A propos
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline (Ethayarajh 2018)
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2018-10-08 A propos
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors (2018)
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2018-09-18 A propos
Simple and efficient semantic embeddings for rare words, n-grams, and language features – Off the convex path
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2018-09-18 A propos
what are the pros and cons of the various unsupervised word and sentence/ document embedding models? - Quora
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2018-08-19 A propos
Deep-learning-free Text and Sentence Embedding, Part 2 – Off the convex path
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2018-06-25 A propos
Deep-learning-free Text and Sentence Embedding, Part 1 – Off the convex path
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2018-06-25 A propos
[1806.06259] Evaluation of sentence embeddings in downstream and linguistic probing tasks
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2018-06-19 A propos
The Current Best of Universal Word Embeddings and Sentence Embeddings (2018)
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2018-05-30 A propos
A Simple but Tough-to-Beat Baseline for Sentence Embeddings (2017)
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2018-05-10 A propos
A gentle introduction to Doc2Vec – ScaleAbout – Medium
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2018-02-14 A propos
Explanation for Doc2Vec - Quora
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2018-02-14 A propos
[1607.01759] Bag of Tricks for Efficient Text Classification
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2017-09-10 A propos
[1507.07998] Document Embedding with Paragraph Vectors
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2017-08-20 A propos
[1405.4053] Distributed Representations of Sentences and Documents
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2017-07-10 A propos