Towards General Text Embeddings with Multi-stage Contrastive Learning

7 August 2023

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

50 / 260 papers shown

Title
POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui Jing Wang Jun Zhou 56 0 0 21 Apr 2025
Talk is Not Always Cheap: Promoting Wireless Sensing Models with Text Prompts Zhenkui Yang Z. Huang Ge Wang Yunpeng Song Tony Xiao Han Fei Wang 83 0 0 20 Apr 2025
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval Aarush Sinha RALM 108 0 0 20 Apr 2025
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 129 0 0 18 Apr 2025
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization Adithya Pratapa Teruko Mitamura RALM 76 0 0 17 Apr 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents Ryota Tanaka Taichi Iki Taku Hasegawa Kyosuke Nishida Kuniko Saito Jun Suzuki VLM 118 6 0 14 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... Xiaochen Li Yixiao Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 100 3 0 14 Apr 2025
Scholar Inbox: Personalized Paper Recommendations for Scientists Markus Flicke Glenn Angrabeit Madhav Iyengar Vitalii Protsenko Illia Shakun ... Lukas Schuler Lewin Scholz Kavyanjali Agnihotri Yong Cao Andreas Geiger 63 0 0 11 Apr 2025
PathGPT: Leveraging Large Language Models for Personalized Route Generation Steeve Cuthbert Marcelyn Yucen Gao Yuzhe Zhang Xiaofeng Gao Guihai Chen 55 0 0 08 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization Bojana Ranković P. Schwaller BDL 485 1 0 08 Apr 2025
Collab-RAG: Boosting Retrieval-Augmented Generation for Complex Question Answering via White-Box and Black-Box LLM Collaboration Ran Xu W. Shi Yuchen Zhuang Yue Yu Joyce C. Ho Haoyu Wang Carl Yang 63 3 0 07 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 102 0 0 04 Apr 2025
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Chris Samarinas Hamed Zamani ALM LRM 174 2 0 04 Apr 2025
Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data Waris Gill Justin Cechmanek Tyler Hutcherson Srijith Rajamohan Jen Agarwal Muhammad Ali Gulzar Manvinder Singh Benoit Dion 71 1 0 03 Apr 2025
Enhancing Negation Awareness in Universal Text Embeddings: A Data-efficient and Computational-efficient Approach Hongliu Cao 118 1 0 01 Apr 2025
ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations Yubo Wang Xueguang Ma Ping Nie Huaye Zeng Zhiheng Lyu Yize Zhang Benjamin Schneider Yi Lu Xiang Yue Wenhu Chen RALM 131 0 0 01 Apr 2025
Shot-by-Shot: Film-Grammar-Aware Training-Free Audio Description Generation Junyu Xie Tengda Han Max Bain Arsha Nagrani Eshika Khandelwal Gül Varol Weidi Xie Andrew Zisserman DiffM VGen 115 0 0 01 Apr 2025
Context-Aware Human Behavior Prediction Using Multimodal Large Language Models: Challenges and Insights Yuchen Liu Lino Lerch Luigi Palmieri Andrey Rudenko Sebastian Koch Timo Ropinski Marco Aiello 107 1 0 01 Apr 2025
Universal Zero-shot Embedding Inversion Collin Zhang John X. Morris Vitaly Shmatikov 185 1 0 31 Mar 2025
Improving the Context Length and Efficiency of Code Retrieval for Tracing Security Vulnerability Fixes Xueqing Liu Jiangrui Zheng Guanqun Yang Siyan Wen Qiushi Liu Xiaoyin Wang 96 0 0 29 Mar 2025
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval Sangam Lee Ryang Heo SeongKu Kang Dongha Lee RALM 72 1 0 29 Mar 2025
Spend Your Budget Wisely: Towards an Intelligent Distribution of the Privacy Budget in Differentially Private Text Rewriting Stephen Meisenbacher Chaeeun Joy Lee Florian Matthes 83 0 0 28 Mar 2025
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 524 0 0 21 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Yiming Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 117 0 0 13 Mar 2025
Advancing Vietnamese Information Retrieval with Learning Objective and Benchmark Phu-Vinh Nguyen Minh-Nam Tran Long H. B. Nguyen D. Dinh 80 0 0 10 Mar 2025
Enhancing Retrieval for ESGLLM via ESG-CID -- A Disclosure Content Index Finetuning Dataset for Mapping GRI and ESRS Shafiuddin Rehan Ahmed A. Shah Quan Hung Tran Vivek Khetan Sukryool Kang Ankit Mehta Yujia Bao Wei Wei 80 0 0 10 Mar 2025
LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue Sangyeop Kim S. Park Jaewon Jung Jinseok Kim Sungzoon Cho 86 0 0 06 Mar 2025
SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing Xiangchao Yan Shiyang Feng Jiakang Yuan Renqiu Xia Bin Wang Bo Zhang Junlin Wu 111 3 0 06 Mar 2025
Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization Yilun Qiu Xiaoyan Zhao Yang Zhang Yimeng Bai Wenjie Wang Hong Cheng Fuli Feng Tat-Seng Chua 136 3 0 04 Mar 2025
An Efficient Plugin Method for Metric Optimization of Black-Box Models Siddartha Devic Nurendra Choudhary Anirudh Srinivasan Sahika Genc Branislav Kveton Gaurush Hiranandani 83 0 0 03 Mar 2025
DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking Zhuoqun Li Haiyang Yu Xuanang Chen Hongyu Lin Yaojie Lu Fei Huang Jia Zheng Yongbin Li Le Sun 109 4 0 28 Feb 2025
Teaching Dense Retrieval Models to Specialize with Listwise Distillation and LLM Data Augmentation Manveer Singh Tamber Suleman Kazi Vivek Sourabh Jimmy J. Lin 117 2 0 27 Feb 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 116 2 0 27 Feb 2025
NeoBERT: A Next-Generation BERT Lola Le Breton Quentin Fournier Mariam El Mezouar John X. Morris Sarath Chandar AI4TS 140 1 0 26 Feb 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers Xueguang Ma Xi Lin Barlas Oğuz Jimmy Lin Wen-tau Yih Xilun Chen RALM 136 6 0 25 Feb 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Ziyi Wang SyDa 125 1 0 25 Feb 2025
Mitigating Bias in RAG: Controlling the Embedder Taeyoun Kim Jacob Mitchell Springer Aditi Raghunathan Maarten Sap 104 2 0 24 Feb 2025
Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment Haoyuan Wu Haisheng Zheng Yuan Pu Bei Yu 98 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 112 3 0 17 Feb 2025
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 162 2 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 351 7 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 99 1 0 10 Feb 2025
Efficient Domain Adaptation of Multimodal Embeddings using Constrastive Learning Georgios Margaritis Periklis Petridis Dimitris Bertsimas 142 0 0 04 Feb 2025
Al-Khwarizmi: Discovering Physical Laws with Foundation Models Christopher E. Mower Haitham Bou-Ammar AI4CE 211 2 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 126 3 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 93 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 199 29 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 617 1 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 173 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 101 0 0 23 Dec 2024