Improving Text Embeddings with Large Language Models

Improving Text Embeddings with Large Language Models

31 December 2023

Liang Wang

Rangan Majumder

Papers citing "Improving Text Embeddings with Large Language Models"

8 / 108 papers shown

Title
Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks A. Jagadish Julian Coda-Forno Mirko Thalmann Eric Schulz Marcel Binz 16 3 0 02 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 16 91 0 02 Feb 2024
PoSE: Efficient Context Window Extension of LLMs via Positional Skip-wise Training Dawei Zhu Nan Yang Liang Wang Yifan Song Wenhao Wu Furu Wei Sujian Li 55 77 0 19 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 44 281 0 14 Aug 2023
Query2doc: Query Expansion with Large Language Models Liang Wang Nan Yang Furu Wei 88 97 0 14 Mar 2023
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 213 420 0 24 Jan 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 961 0 17 Apr 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 31,150 0 16 Jan 2013