Towards General Text Embeddings with Multi-stage Contrastive Learning

7 August 2023

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

50 / 224 papers shown

Title
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 36 0 0 16 May 2025
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation Sheng Liang Hang Lv Zhihao Wen Yaxiong Wu Yuhang Zhang Hao Wang Yong-Jin Liu 18 0 0 13 May 2025
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks Shunyao Wang Ming Cheng Christina Dan Wang AIFin 25 0 0 11 May 2025
Cape: Context-Aware Prompt Perturbation Mechanism with Differential Privacy Haoqi Wu Wei Dai Li Wang Qiang Yan SILM 35 0 0 09 May 2025
UKElectionNarratives: A Dataset of Misleading Narratives Surrounding Recent UK General Elections Fatima Haouari Carolina Scarton Nicolò Faggiani Nikolaos Nikolaidis Bonka Kotseva Ibrahim Abu Farha Jens Linge Kalina Bontcheva 46 0 0 08 May 2025
SweRank: Software Issue Localization with Code Ranking R. Reddy Tarun Suresh JaeHyeok Doo Yong-Jin Liu Xuan-Phi Nguyen Yingbo Zhou Semih Yavuz Caiming Xiong Heng Ji Shafiq R. Joty 29 0 0 07 May 2025
SimAug: Enhancing Recommendation with Pretrained Language Models for Dense and Balanced Data Augmentation Yuying Zhao Xiaodong Yang Huiyuan Chen Xiran Fan Yu-Chiang Frank Wang Y. Cai Tyler Derr 27 0 0 03 May 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 143 0 0 25 Apr 2025
Out-of-the-Box Conditional Text Embeddings from Large Language Models Kosuke Yamada Peinan Zhang 27 0 0 23 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 58 0 0 22 Apr 2025
POLYRAG: Integrating Polyviews into Retrieval-Augmented Generation for Medical Applications Chunjing Gan Dan Yang Binbin Hu Ziqi Liu Yue Shen Qing Cui J. Wang Jun Zhou 30 0 0 21 Apr 2025
RainbowPlus: Enhancing Adversarial Prompt Generation via Evolutionary Quality-Diversity Search Quy-Anh Dang Chris Ngo Truong Son-Hy AAML SyDa 33 0 0 21 Apr 2025
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval Aarush Sinha RALM 73 0 0 20 Apr 2025
Talk is Not Always Cheap: Promoting Wireless Sensing Models with Text Prompts Zhenkui Yang Z. Huang Ge Wang H. Ding Tony Xiao Han Fei-Yue Wang 32 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 37 0 0 18 Apr 2025
Estimating Optimal Context Length for Hybrid Retrieval-augmented Multi-document Summarization Adithya Pratapa Teruko Mitamura RALM 34 0 0 17 Apr 2025
A Survey of Personalization: From RAG to Agent Xiaopeng Li Pengyue Jia Derong Xu Yi Wen Yingyi Zhang ... X. Li Y. Liu Huifeng Guo Ruiming Tang Xiangyu Zhao 3DV AI4TS AI4CE 44 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 52 1 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 33 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 30 0 0 08 Apr 2025
GOLLuM: Gaussian Process Optimized LLMs -- Reframing LLM Finetuning through Bayesian Optimization Bojana Ranković P. Schwaller BDL 172 0 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 26 1 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 34 0 0 04 Apr 2025
Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking Chris Samarinas Hamed Zamani ALM LRM 74 0 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 35 0 0 03 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 60 0 0 01 Apr 2025
Enhancing Negation Awareness in Universal Text Embeddings: A Data-efficient and Computational-efficient Approach Hongliu Cao 67 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 59 0 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 Yuyao Zhang Benjamin Schneider Yi Lu Xiang Yue Wenhu Chen RALM 48 0 0 01 Apr 2025
Universal Zero-shot Embedding Inversion Collin Zhang John X. Morris Vitaly Shmatikov 53 1 0 31 Mar 2025
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval Sangam Lee Ryang Heo SeongKu Kang Dongha Lee RALM 56 1 0 29 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 48 0 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 46 0 0 28 Mar 2025
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement Gaifan Zhang Yi Zhou Danushka Bollegala 153 0 0 21 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Y. K. Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 74 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 61 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 41 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 45 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 60 2 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 Luu Anh Tuan Hong Cheng Fuli Feng Tat-Seng Chua 55 1 0 04 Mar 2025
An Efficient Plugin Method for Metric Optimization of Black-Box Models Siddartha Devic Nurendra Choudhary Anirudh Srinivasan Sahika Genc B. Kveton G. Hiranandani 41 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 Xianpei Han Heng Chang Le Sun 59 4 0 28 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 70 1 0 27 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 71 1 0 27 Feb 2025
NeoBERT: A Next-Generation BERT Lola Le Breton Quentin Fournier Mariam El Mezouar Sarath Chandar AI4TS 68 1 0 26 Feb 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zhilin Wang SyDa 74 0 0 25 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 85 3 0 25 Feb 2025
Large Language Models are Powerful EHR Encoders S. Hegselmann Georg von Arnim Tillmann Rheude Noel Kronenberg David Sontag Gerhard Hindricks R. Eils Benjamin Wild LM&MA 49 1 0 24 Feb 2025
Mitigating Bias in RAG: Controlling the Embedder Taeyoun Kim Jacob Mitchell Springer Aditi Raghunathan Maarten Sap 58 1 0 24 Feb 2025
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