Improving Text Embeddings with Large Language Models

31 December 2023

Liang Wang

Papers citing "Improving Text Embeddings with Large Language Models"

50 / 108 papers shown

Title
S-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment J. Haase P. Hanel Sebastian Pokutta LRM 2 0 0 14 May 2025
Learning Item Representations Directly from Multimodal Features for Effective Recommendation Xin Zhou Xiaoxiong Zhang Dusit Niyato Zhiqi Shen 49 0 0 08 May 2025
EvidenceBench: A Benchmark for Extracting Evidence from Biomedical Papers J. Wang Weili Cao Kaicheng Wang Xiaoyue Wang Ashish Dalvi ... David E. Neal Maxim Khan Christopher D. Rosin R. Paturi Leon Bergen 21 0 0 25 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 54 0 0 22 Apr 2025
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs Yihan Lin Zhirong Bella Yu Simon Lee SyDa 46 0 0 20 Apr 2025
Understanding and Optimizing Multi-Stage AI Inference Pipelines A. Bambhaniya Hanjiang Wu Suvinay Subramanian S. Srinivasan Souvik Kundu Amir Yazdanbakhsh Midhilesh Elavazhagan Madhu Kumar Tushar Krishna 70 0 0 14 Apr 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents Ryota Tanaka Taichi Iki Taku Hasegawa Kyosuke Nishida Kuniko Saito Jun Suzuki VLM 47 0 0 14 Apr 2025
Can you map it to English? The Role of Cross-Lingual Alignment in Multilingual Performance of LLMs Kartik Ravisankar HyoJung Han Marine Carpuat 26 0 0 13 Apr 2025
StyleRec: A Benchmark Dataset for Prompt Recovery in Writing Style Transformation Shenyang Liu Yang Gao Shaoyan Zhai Liqiang Wang 29 0 0 06 Apr 2025
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 34 0 0 04 Apr 2025
Enhancing LLM Robustness to Perturbed Instructions: An Empirical Study Aryan Agrawal Lisa Alazraki Shahin Honarvar Marek Rei 49 0 0 03 Apr 2025
LLM-VPRF: Large Language Model Based Vector Pseudo Relevance Feedback Hang Li Shengyao Zhuang Bevan Koopman Guido Zuccon VLM 39 0 0 02 Apr 2025
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Yubo Wang Xueguang Ma Ping Nie Huaye Zeng Zhiheng Lyu Y. Zhang Benjamin Schneider Yi Lu Xiang Yue Wenhu Chen RALM 48 0 0 01 Apr 2025
Enhancing Negation Awareness in Universal Text Embeddings: A Data-efficient and Computational-efficient Approach Hongliu Cao 60 0 0 01 Apr 2025
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval Sangam Lee Ryang Heo SeongKu Kang Dongha Lee RALM 48 0 0 29 Mar 2025
Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks Nina Shvetsova Arsha Nagrani Bernt Schiele Hilde Kuehne Christian Rupprecht 42 0 0 24 Mar 2025
Word2Minecraft: Generating 3D Game Levels through Large Language Models Shuo Huang Muhammad Umair Nasir Steven D. James Julian Togelius 42 0 0 18 Mar 2025
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 66 0 0 13 Mar 2025
Personalize Your LLM: Fake it then Align it Yijing Zhang Dyah Adila Changho Shin Frederic Sala 86 0 0 02 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Benjamin Schneider Florian Kerschbaum Wenhu Chen 76 0 0 01 Mar 2025
Granite Embedding Models Parul Awasthy Aashka Trivedi Yulong Li Mihaela A. Bornea David D. Cox ... Sukriti Sharma Avirup Sil Kate Soule Arafat Sultan Radu Florian RALM 51 0 0 27 Feb 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 88 1 0 26 Feb 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers Xueguang Ma Xi Victoria Lin Barlas Oğuz Jimmy Lin Wen-tau Yih Xilun Chen RALM 80 3 0 25 Feb 2025
Scale-Free Graph-Language Models Jianglin Lu Yixuan Liu Yitian Zhang Y. Fu 60 1 0 24 Feb 2025
Enhancing Financial Time-Series Forecasting with Retrieval-Augmented Large Language Models Mengxi Xiao Z. L. Jiang Lingfei Qian Zhengyu Chen Yueru He ... Ruey-Ling Weng Min Peng J. Huang Sophia Ananiadou Qianqian Xie RALM AIFin AI4TS 46 0 0 09 Feb 2025
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models Minghan Li Eric Gaussier Guodong Zhou RALM 63 0 0 28 Jan 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 84 6 0 24 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Wenhu Chen MLLM VLM 51 18 0 03 Jan 2025
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Matan Ben-Tov Mahmood Sharif RALM 30 0 0 31 Dec 2024
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li M. Zhang 114 7 0 22 Dec 2024
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval Luo Ji Feixiang Guo Teng Chen Qingqing Gu Xiaoyu Wang ... Peng Yu Yue Zhao Hongyang Lei Zhonglin Jiang Yong Chen RALM LRM 94 0 0 21 Dec 2024
Enriching Social Science Research via Survey Item Linking Tornike Tsereteli Daniel Ruffinelli Simone Paolo Ponzetto LRM 70 0 0 20 Dec 2024
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 68 7 0 17 Dec 2024
CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Tarun Suresh R. Reddy Yifei Xu Zach Nussbaum Andriy Mulyar Brandon Duderstadt Heng Ji 83 3 0 01 Dec 2024
Enhancing Table Representations with LLM-powered Synthetic Data Generation Dayu Yang Natawut Monaikul Amanda Ding Bozhao Tan Kishore Mosaliganti Giri Iyengar 31 0 0 04 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Wei Ping 62 10 0 04 Nov 2024
AttackQA: Development and Adoption of a Dataset for Assisting Cybersecurity Operations using Fine-tuned and Open-Source LLMs Varun Badrinath Krishna 26 0 0 01 Nov 2024
Length-Induced Embedding Collapse in Transformer-based Models Yuqi Zhou Sunhao Dai Zhanshuo Cao Xiao Zhang Jun Xu 32 0 0 31 Oct 2024
Automating Quantum Software Maintenance: Flakiness Detection and Root Cause Analysis Janakan Sivaloganathan Ainaz Jamshidi A. Miranskyy Lei Zhang 22 1 0 31 Oct 2024
RARe: Retrieval Augmented Retrieval with In-Context Examples Atula Tejaswi Yoonsang Lee Sujay Sanghavi Eunsol Choi RALM LRM 25 1 0 26 Oct 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models Zheng Zhao Yftah Ziser Shay B. Cohen 20 0 0 25 Oct 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 30 4 0 17 Oct 2024
On Debiasing Text Embeddings Through Context Injection Thomas Uriot 27 0 0 14 Oct 2024
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory Di Wu Hongwei Wang W. Yu Yuwei Zhang Kai-Wei Chang Dong Yu RALM KELM 44 5 0 14 Oct 2024
Can a large language model be a gaslighter? Wei Li Luyao Zhu Yang Song Ruixi Lin Rui Mao Yang You 21 0 0 11 Oct 2024
MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations Federico Retyk Luis Gasco Casimiro Pio Carrino Daniel Deniz Rabih Zbib 23 0 0 10 Oct 2024
LLM Embeddings Improve Test-time Adaptation to Tabular $Y\|X$ -Shifts Yibo Zeng Jiashuo Liu H. Lam Hongseok Namkoong LMTD 19 1 0 09 Oct 2024
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding Jingyang Deng Zhengyang Shen Boyang Wang Lixin Su Suqi Cheng Ying Nie Junfeng Wang Dawei Yin Jinwen Ma 20 1 0 09 Oct 2024
Active Evaluation Acquisition for Efficient LLM Benchmarking Yang Li Jie Ma Miguel Ballesteros Yassine Benajiba Graham Horwood ELM 14 1 0 08 Oct 2024
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment Amir Hossein Kargaran Ali Modarressi Nafiseh Nikeghbal Jana Diesner François Yvon Hinrich Schütze ELM 44 3 0 08 Oct 2024