nyanyanya

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authored 15 papers about 1 year ago

Query2doc: Query Expansion with Large Language Models

Paper • 2303.07678 • Published Mar 14, 2023 • 2

MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers

Paper • 2002.10957 • Published Feb 25, 2020 • 1

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training

Paper • 2007.07834 • Published Jul 15, 2020

Text Embeddings by Weakly-Supervised Contrastive Pre-training

Paper • 2212.03533 • Published Dec 7, 2022 • 1

SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval

Paper • 2207.02578 • Published Jul 6, 2022

Learning to Retrieve In-Context Examples for Large Language Models

Paper • 2307.07164 • Published Jul 14, 2023 • 22

PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training

Paper • 2309.10400 • Published Sep 19, 2023 • 26

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Paper • 2310.08319 • Published Oct 12, 2023 • 4

Neural Question Generation from Text: A Preliminary Study

Paper • 1704.01792 • Published Apr 6, 2017

Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 81

Multilingual E5 Text Embeddings: A Technical Report

Paper • 2402.05672 • Published Feb 8, 2024 • 23

Generative Representational Instruction Tuning

Paper • 2402.09906 • Published Feb 15, 2024 • 55

Inference with Reference: Lossless Acceleration of Large Language Models

Paper • 2304.04487 • Published Apr 10, 2023

LongEmbed: Extending Embedding Models for Long Context Retrieval

Paper • 2404.12096 • Published Apr 18, 2024 • 2

Learning Diverse Document Representations with Deep Query Interactions for Dense Retrieval

Paper • 2208.04232 • Published Aug 8, 2022