Latent Retrieval for Weakly Supervised Open Domain Question Answering

1 June 2019

Papers citing "Latent Retrieval for Weakly Supervised Open Domain Question Answering"

50 / 260 papers shown

Title
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 36 0 0 12 May 2025
Recall with Reasoning: Chain-of-Thought Distillation for Mamba's Long-Context Memory and Extrapolation Junyu Ma Tianqing Fang Zizhuo Zhang Hongming Zhang Haitao Mi Dong Yu ReLM RALM LRM 178 0 0 06 May 2025
Hierarchical Multi-Label Generation with Probabilistic Level-Constraint Linqing Chen Weilei Wang Wentao Wu Hanmeng Zhong 37 0 0 30 Apr 2025
Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers Dylan Bouchard Mohit Singh Chauhan HILM 84 0 0 27 Apr 2025
QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining Fengze Liu Weidong Zhou Binbin Liu Zhimiao Yu Yifan Zhang ... Yifeng Yu Bingni Zhang Xiaohuan Zhou Taifeng Wang Yong Cao 66 1 0 23 Apr 2025
Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models Hung-Yueh Chiang Chi-chih Chang N. Frumkin Kai-Chiang Wu Mohamed S. Abdelfattah Diana Marculescu MQ 187 0 0 28 Mar 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 73 2 0 21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 92 1 0 21 Feb 2025
Leveraging Uncertainty Estimation for Efficient LLM Routing Tuo Zhang Asal Mehradfar Dimitrios Dimitriadis Salman Avestimehr 59 1 0 16 Feb 2025
Interpretability Analysis of Domain Adapted Dense Retrievers Goksenin Yuksel Jaap Kamps FAtt 34 0 0 24 Jan 2025
RAGBench: Explainable Benchmark for Retrieval-Augmented Generation Systems Robert Friel Masha Belyi Atindriyo Sanyal 82 19 0 17 Jan 2025
Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks Iman Barati Arash Ghafouri B. Minaei-Bidgoli LRM 46 0 0 10 Jan 2025
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations Niall McGuire Yashar Moshfeghi 45 0 0 09 Dec 2024
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 175 1 0 26 Oct 2024
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions Michael J.Q. Zhang W. Bradley Knox Eunsol Choi 50 4 0 17 Oct 2024
Open Domain Question Answering with Conflicting Contexts Siyi Liu Qiang Ning Kishaloy Halder Wei Xiao Zheng Qi ... Yi Zhang Neha Anna John Bonan Min Yassine Benajiba Dan Roth LLMAG 71 2 0 16 Oct 2024
FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG X. Zhao Yan Zhong Zetian Sun Xinshuo Hu Zhenyu Liu Dongfang Li Baotian Hu Min Zhang 66 7 0 14 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 87 1 0 09 Oct 2024
Open-World Evaluation for Retrieving Diverse Perspectives Hung-Ting Chen Eunsol Choi 35 0 0 26 Sep 2024
Harvesting Textual and Structured Data from the HAL Publication Repository Francis Kulumba Wissam Antoun Guillaume Vimont Laurent Romary 40 2 0 30 Jul 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 55 1 0 29 Jul 2024
INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages A. Singh Rudra Murthy Vishwajeet Kumar Jaydeep Sen Ashish Mittal Ganesh Ramakrishnan 45 6 0 18 Jul 2024
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models Hang Gao Yongfeng Zhang 43 2 0 05 Jul 2024
Entropy-Based Decoding for Retrieval-Augmented Large Language Models Zexuan Qiu Zijing Ou Bin Wu Jingjing Li Aiwei Liu Irwin King KELM RALM 49 5 0 25 Jun 2024
A Tale of Trust and Accuracy: Base vs. Instruct LLMs in RAG Systems Florin Cuconasu Giovanni Trappolini Nicola Tonellotto Fabrizio Silvestri 53 2 0 21 Jun 2024
An Empirical Study of Mamba-based Language Models R. Waleffe Wonmin Byeon Duncan Riach Brandon Norick V. Korthikanti ... Vartika Singh Jared Casper Jan Kautz M. Shoeybi Bryan Catanzaro 63 65 0 12 Jun 2024
Evaluating the Retrieval Component in LLM-Based Question Answering Systems Ashkan Alinejad Krtin Kumar Ali Vahdat 64 5 0 10 Jun 2024
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning Yibo Yang Xiaojie Li Zhongzhu Zhou Shuaiwen Leon Song Jianlong Wu Liqiang Nie Guohao Li 45 6 0 07 Jun 2024
Perturbation-Restrained Sequential Model Editing Junjie Ma Hong Wang Haoyang Xu Zhen-Hua Ling Jia-Chen Gu KELM 61 8 0 27 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 85 49 0 22 May 2024
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval Jonghyun Song Cheyon Jin Wenlong Zhao Jay Yoon Lee 55 0 0 21 May 2024
Redefining Information Retrieval of Structured Database via Large Language Models Mingzhu Wang Yuzhe Zhang Qihang Zhao Juanyi Yang Hong Zhang RALM KELM 35 0 0 09 May 2024
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers Ran Xu Wenqi Shi Yue Yu Yuchen Zhuang Yanqiao Zhu M. D. Wang Joyce C. Ho Chao Zhang Carl Yang LM&MA 40 19 0 29 Apr 2024
Enhancing Reasoning Capacity of SLM using Cognitive Enhancement Jonathan Pan Swee Liang Wong Xin Wei Chia Yidi Yuan LRM 37 0 0 01 Apr 2024
Gecko: Versatile Text Embeddings Distilled from Large Language Models Jinhyuk Lee Zhuyun Dai Xiaoqi Ren Blair Chen Daniel Cer ... Aditya Kusupati Prateek Jain Siddhartha Reddy Jonnalagadda Ming-Wei Chang Iftekhar Naim RALM VLM SyDa 48 41 0 29 Mar 2024
MeaCap: Memory-Augmented Zero-shot Image Captioning Zequn Zeng Yan Xie Hao Zhang Chiyu Chen Zhengjue Wang Boli Chen VLM 39 14 0 06 Mar 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 41 0 0 05 Feb 2024
Predictive Chemistry Augmented with Text Retrieval Yujie Qian Zhening Li Zhengkai Tu Connor W. Coley Regina Barzilay 23 7 0 08 Dec 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 47 53 0 28 Nov 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 21 2 0 27 Nov 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document Zheng Chu Zekun Wang Jiafeng Liang Ming Liu Bing Qin 21 2 0 08 Nov 2023
Merging Generated and Retrieved Knowledge for Open-Domain QA Yunxiang Zhang Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Honglak Lee Lu Wang RALM 30 37 0 22 Oct 2023
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 30 35 0 29 Sep 2023
Ragas: Automated Evaluation of Retrieval Augmented Generation ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 91 177 0 26 Sep 2023
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 34 5 0 18 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 71 351 0 07 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Generator-Retriever-Generator Approach for Open-Domain Question Answering Abdelrahman Abdallah Adam Jatowt RALM 36 10 0 21 Jul 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao Qingbin Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 43 125 0 20 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 40 1,424 0 06 Jul 2023