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"

11 / 111 papers shown

Title
CultureLLM: Incorporating Cultural Differences into Large Language Models Cheng-rong Li Mengzhou Chen Jindong Wang Sunayana Sitaram Xing Xie VLM 51 18 0 09 Feb 2024
InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory Chaojun Xiao Pengle Zhang Xu Han Guangxuan Xiao Yankai Lin Zhengyan Zhang Zhiyuan Liu Maosong Sun LLMAG 47 35 0 07 Feb 2024
Intent-based Prompt Calibration: Enhancing prompt optimization with synthetic boundary cases Elad Levi Eli Brosh Matan Friedmann 27 8 0 05 Feb 2024
Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks Akshay K. Jagadish Julian Coda-Forno Mirko Thalmann Eric Schulz Marcel Binz 24 4 0 02 Feb 2024
Nomic Embed: Training a Reproducible Long Context Text Embedder Zach Nussbaum John X. Morris Brandon Duderstadt Andriy Mulyar 27 100 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 76 78 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 57 288 0 14 Aug 2023
Query2doc: Query Expansion with Large Language Models Liang Wang Nan Yang Furu Wei 88 100 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 232 425 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 264 975 0 17 Apr 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 302 31,280 0 16 Jan 2013