Favoris ; Information retrieval: techniques AND Text Embeddings
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11 Documents
Nils Reimers sur X : "Embeddings can store only 1 aspect/topic per embedding well."
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2024-03-13 About
Jerry Liu sur X : "One major way to improve your RAG system is to fine-tune your embedding model"
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2023-08-25 About
[2305.12517] Retrieving Texts based on Abstract Descriptions
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2023-06-15 About
[2205.11498] Domain Adaptation for Memory-Efficient Dense Retrieval
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2022-09-26 About
Semantic search through a vectorized Wikipedia (SentenceBERT) with the Weaviate vector search engine
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2021-12-05 About
Building a sentence embedding index with fastText and BM25 | by David Mezzetti | Towards Data Science
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2021-09-30 About
[1910.03524] Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs
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2019-10-09 About
[1908.10084] Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
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2019-08-28 About
Sent2Vec: An unsupervised approach towards learning sentence embeddings | RARE Technologies
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2019-03-25 About
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data - Microsoft Research (2013)
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2017-12-30 About
DSSM ("Deep Semantic Similarity Model") - Microsoft Research
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2017-12-30 About