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Collections including paper arxiv:2402.05672

Text Embeddings

This collection will consist of articles on text embeddings.

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 83
Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Paper • 2405.06932 • Published May 11, 2024 • 21
Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29, 2024 • 49
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

My (Denis Gordeev) collection of mostly NLP papers. You can message me at t.me/nlp_party

LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31, 2024 • 23
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 21
Scavenging Hyena: Distilling Transformers into Long Convolution Models

Paper • 2401.17574 • Published Jan 31, 2024 • 17
Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30, 2024 • 24

LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2, 2024 • 56
YAYI 2: Multilingual Open-Source Large Language Models

Paper • 2312.14862 • Published Dec 22, 2023 • 15
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 3
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes

Paper • 2311.10797 • Published Nov 17, 2023

CsFEVER and CTKFacts: Acquiring Czech data for fact verification

Paper • 2201.11115 • Published Jan 26, 2022
Language Resources for Dutch Large Language Modelling

Paper • 2312.12852 • Published Dec 20, 2023 • 9
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

Embedding Models

Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

Waiting for model weights

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23
Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization

Paper • 2408.08019 • Published Aug 15, 2024 • 11

Dense X Retrieval: What Retrieval Granularity Should We Use?

Paper • 2312.06648 • Published Dec 11, 2023 • 1
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 83
Text Embeddings Reveal (Almost) As Much As Text

Paper • 2310.06816 • Published Oct 10, 2023 • 1
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Paper • 2401.08406 • Published Jan 16, 2024 • 37

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Paper • 2309.09400 • Published Sep 17, 2023 • 85
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

Text Embeddings

This collection will consist of articles on text embeddings.

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 83
Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Paper • 2405.06932 • Published May 11, 2024 • 21
Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29, 2024 • 49
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

Embedding Models

Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

My (Denis Gordeev) collection of mostly NLP papers. You can message me at t.me/nlp_party

LongAlign: A Recipe for Long Context Alignment of Large Language Models

Paper • 2401.18058 • Published Jan 31, 2024 • 23
Efficient Tool Use with Chain-of-Abstraction Reasoning

Paper • 2401.17464 • Published Jan 30, 2024 • 21
Scavenging Hyena: Distilling Transformers into Long Convolution Models

Paper • 2401.17574 • Published Jan 31, 2024 • 17
Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30, 2024 • 24

Waiting for model weights

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23
Accelerating High-Fidelity Waveform Generation via Adversarial Flow Matching Optimization

Paper • 2408.08019 • Published Aug 15, 2024 • 11

LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2, 2024 • 56
YAYI 2: Multilingual Open-Source Large Language Models

Paper • 2312.14862 • Published Dec 22, 2023 • 15
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 3
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes

Paper • 2311.10797 • Published Nov 17, 2023

Dense X Retrieval: What Retrieval Granularity Should We Use?

Paper • 2312.06648 • Published Dec 11, 2023 • 1
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 83
Text Embeddings Reveal (Almost) As Much As Text

Paper • 2310.06816 • Published Oct 10, 2023 • 1
RAG vs Fine-tuning: Pipelines, Tradeoffs, and a Case Study on Agriculture

Paper • 2401.08406 • Published Jan 16, 2024 • 37

CsFEVER and CTKFacts: Acquiring Czech data for fact verification

Paper • 2201.11115 • Published Jan 26, 2022
Language Resources for Dutch Large Language Modelling

Paper • 2312.12852 • Published Dec 20, 2023 • 9
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

Paper • 2309.09400 • Published Sep 17, 2023 • 85
Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

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