Towards General Text Embeddings with Multi-stage Contrastive Learning

7 August 2023

Papers citing "Towards General Text Embeddings with Multi-stage Contrastive Learning"

50 / 225 papers shown

Title
Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment Haoyuan Wu Haisheng Zheng Yuan Pu Bei Yu 61 1 0 18 Feb 2025
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment Jingcheng Deng Zhongtao Jiang Liang Pang Liwei Chen Kun Xu Zihao Wei Huawei Shen Xueqi Cheng 57 1 0 17 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 66 0 0 16 Feb 2025
Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation Mohammad Mahdi Abootorabi Amirhosein Zobeiri Mahdi Dehghani Mohammadali Mohammadkhani Bardia Mohammadi Omid Ghahroodi M. Baghshah Ehsaneddin Asgari RALM 105 4 0 12 Feb 2025
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Guoxin Chen Minpeng Liao Peiying Yu Dingmin Wang Zile Qiao Chao Yang Xin Zhao Kai Fan 66 1 0 10 Feb 2025
Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning Georgios Margaritis Periklis Petridis Dimitris Bertsimas 66 0 0 04 Feb 2025
Al-Khwarizmi: Discovering Physical Laws with Foundation Models Christopher E. Mower Haitham Bou-Ammar AI4CE 79 1 0 03 Feb 2025
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation A. Naseh Yuefeng Peng Anshuman Suri Harsh Chaudhari Alina Oprea Amir Houmansadr SILM AAML RALM 54 0 0 01 Feb 2025
GeAR: Generation Augmented Retrieval Haoyu Liu Shaohan Huang Jianfeng Liu Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Furu Wei Qi Zhang 40 1 0 06 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 20 0 03 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 184 0 0 01 Jan 2025
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Wenqi Zhang Hang Zhang Xin Li Jiashuo Sun Yongliang Shen Weiming Lu Deli Zhao Yueting Zhuang Lidong Bing VLM 43 2 0 01 Jan 2025
Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance Muhammad Reza Qorib Qisheng Hu Hwee Tou Ng 29 0 0 23 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 Hao Fei 116 8 0 22 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 83 7 0 17 Dec 2024
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents Zihao Lin Ziyi Wang Yuanting Pan Varun Manjunatha Ryan Rossi Angela Lau Lifu Huang Tong Sun RALM 74 0 0 17 Dec 2024
GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary F. Almeman Luis Espinosa-Anke 72 0 0 09 Dec 2024
Enhancing LLMs for Impression Generation in Radiology Reports through a Multi-Agent System Fang Zeng Zhiliang Lyu Quanzheng Li Xiang Li 72 3 0 06 Dec 2024
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings Hong Liu Yitong Lu 78 0 0 25 Nov 2024
From MTEB to MTOB: Retrieval-Augmented Classification for Descriptive Grammars Albert Kornilov Tatiana Shavrina 79 1 0 23 Nov 2024
Locating the Leading Edge of Cultural Change Sarah Griebel Becca Cohen Lucian Li Jaihyun Park Jiayu Liu Jana Perkins Ted Underwood 68 1 0 22 Nov 2024
Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models Iacopo Ghinassi Leonardo Catalano Tommaso Colella 70 1 0 21 Nov 2024
Writing Style Matters: An Examination of Bias and Fairness in Information Retrieval Systems Hongliu Cao 74 2 0 20 Nov 2024
CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval Y. Liu Rui Meng Chenyu You Silvio Savarese Caiming Xiong Yingbo Zhou Semih Yavuz 94 3 0 19 Nov 2024
CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models Junho Kim Hyungjin Chung Byung-Hoon Kim VLM 34 0 0 11 Nov 2024
Towards Competitive Search Relevance For Inference-Free Learned Sparse Retrievers Zhichao Geng Dongyu Ru Yang Yang 23 1 0 07 Nov 2024
Enhancing Table Representations with LLM-powered Synthetic Data Generation Dayu Yang Natawut Monaikul Amanda Ding Bozhao Tan Kishore Mosaliganti Giri Iyengar 36 0 0 04 Nov 2024
TripletCLIP: Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives Maitreya Patel Abhiram Kusumba Sheng Cheng Changhoon Kim Tejas Gokhale Chitta Baral Yezhou Yang CoGe CLIP 62 7 0 04 Nov 2024
Evaluating Creative Short Story Generation in Humans and Large Language Models Mete Ismayilzada Claire Stevenson Lonneke van der Plas LM&MA LRM 35 3 0 04 Nov 2024
CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research Sian-Yao Huang Cheng-Lin Yang Hongpeng Zhou Chun-Ying Huang 35 2 0 02 Nov 2024
The Automated Verification of Textual Claims (AVeriTeC) Shared Task M. Schlichtkrull Yulong Chen Chenxi Whitehouse Zhenyun Deng Mubashara Akhtar ... Christos Christodoulopoulos O. Cocarascu Arpit Mittal James Thorne Andreas Vlachos 58 7 0 31 Oct 2024
From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents Nalin Tiwary Vardhan Dongre Sanil Arun Chawla Ashwin Lamani Dilek Hakkani-Tur LLMAG 23 0 0 31 Oct 2024
Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN Zhilun Zhou Jingyang Fan Yu Liu Fengli Xu Depeng Jin Yong Li 24 1 0 29 Oct 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning Xun Guo Shan Zhang Yongxin He Ting Zhang Wanquan Feng Haibin Huang Chongyang Ma DeLMO 47 6 0 28 Oct 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 38 8 0 28 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Z. Liu VLM RALM 48 2 0 26 Oct 2024
Little Giants: Synthesizing High-Quality Embedding Data at Scale Haonan Chen Liang Wang Nan Yang Yichen Zhu Ziliang Zhao Furu Wei Zhicheng Dou SyDa 39 1 0 24 Oct 2024
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms Ziyang Chen Xiaobin Wang Yong Jiang Jinzhi Liao Pengjun Xie Fei Huang Xiang Zhao 184 0 0 23 Oct 2024
CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing Chen Yang Chenyang Zhao Q. Gu Dongruo Zhou LRM 40 0 0 22 Oct 2024
Large Language Models Are Overparameterized Text Encoders Thennal D K Tim Fischer Chris Biemann 46 2 0 18 Oct 2024
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data Diversity Jintao Liu Ruixue Ding Linhao Zhang Pengjun Xie Fie Huang 33 4 0 16 Oct 2024
On Debiasing Text Embeddings Through Context Injection Thomas Uriot 37 0 0 14 Oct 2024
EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations Zhangchi Feng Dongdong Kuang Zhongyuan Wang Zhijie Nie Yaowei Zheng Richong Zhang 16 1 0 14 Oct 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction Qianyue Hao Jingyang Fan Fengli Xu Jian Yuan Yong Li 29 0 0 10 Oct 2024
TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text Songshuo Lu Hua Wang Yutian Rong Zhi Chen Yaohua Tang VLM 31 16 0 10 Oct 2024
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space Zhonghan Chen Ruiyuan Zhang Xi Zhao Xiaojun Cheng Xiaofang Zhou 49 0 0 08 Oct 2024
SAG: Style-Aligned Article Generation via Model Collaboration Chenning Xu Fangxun Shu Dian Jin Jinghao Wei Hao Jiang ALM SyDa 32 0 0 04 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 42 4 0 03 Oct 2024
Thinking Outside of the Differential Privacy Box: A Case Study in Text Privatization with Language Model Prompting Stephen Meisenbacher Florian Matthes 29 2 0 01 Oct 2024
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation Ziyang Luo Xin Li Hongzhan Lin Jing Ma Lidong Bing VLM 27 0 0 01 Oct 2024