Simple Entity-Centric Questions Challenge Dense Retrievers

17 September 2021

Christopher Sciavolino

Papers citing "Simple Entity-Centric Questions Challenge Dense Retrievers"

50 / 94 papers shown

Title
Out of Style: RAG's Fragility to Linguistic Variation Tianyu Cao Neel Bhandari Akhila Yerukola Akari Asai Maarten Sap 32 0 0 11 Apr 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 72 0 0 18 Mar 2025
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence Mohsen Fayyaz Ali Modarressi Hinrich Schuetze Nanyun Peng 62 0 0 06 Mar 2025
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models Y. Guo Yuchen Yang Zhe Chen Pingjie Wang Yusheng Liao Yuyao Zhang Yanfeng Wang Yu Wang HILM 80 0 0 05 Mar 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 53 0 0 27 Feb 2025
Uncertainty Quantification in Retrieval Augmented Question Answering Laura Perez-Beltrachini Mirella Lapata RALM 48 0 0 25 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
QuOTE: Question-Oriented Text Embeddings Andrew Neeser Kaylen Latimer Aadyant Khatri Chris Latimer Naren Ramakrishnan RALM 49 0 0 16 Feb 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 34 2 0 28 Jan 2025
Performance Gap in Entity Knowledge Extraction Across Modalities in Vision Language Models Ido Cohen Daniela Gottesman Mor Geva Raja Giryes VLM 92 0 1 18 Dec 2024
SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration Yuanhao Shen Xiaodan Zhu L. Chen 90 3 0 11 Dec 2024
Continual Memorization of Factoids in Language Models Howard Chen Jiayi Geng Adithya Bhaskar Dan Friedman Danqi Chen KELM 56 0 0 11 Nov 2024
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models Minki Kang Sung Ju Hwang Gibbeum Lee Jaewoong Cho KELM 43 0 0 01 Nov 2024
Building A Coding Assistant via the Retrieval-Augmented Language Model Xinze Li Hanbin Wang Zhenghao Liu S. Yu Shuo Wang Yukun Yan Yukai Fu Yu Gu Ge Yu 3DV RALM 23 2 0 21 Oct 2024
Keep Guessing? When Considering Inference Scaling, Mind the Baselines G. Yona Or Honovich Omer Levy Roee Aharoni UQLM LRM 35 0 0 20 Oct 2024
Telco-DPR: A Hybrid Dataset for Evaluating Retrieval Models of 3GPP Technical Specifications Thaina Saraiva Marco Sousa Pedro Vieira António Rodrigues 29 0 0 15 Oct 2024
DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG Jinyoung Kim Dayoon Ko Gunhee Kim 31 1 0 15 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 182 1 0 15 Oct 2024
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models M. Farahani Richard Johansson RALM 33 2 0 07 Oct 2024
Rethinking Sparse Lexical Representations for Image Retrieval in the Age of Rising Multi-Modal Large Language Models K. Nakata Daisuke Miyashita Youyang Ng Yasuto Hoshi J. Deguchi 42 0 0 29 Aug 2024
Synergistic Approach for Simultaneous Optimization of Monolingual, Cross-lingual, and Multilingual Information Retrieval Adel Elmahdy Sheng-Chieh Lin Amin Ahmad 44 2 0 20 Aug 2024
Entity Retrieval for Answering Entity-Centric Questions Hassan S. Shavarani Anoop Sarkar RALM 33 2 0 05 Aug 2024
Know Your Limits: A Survey of Abstention in Large Language Models Bingbing Wen Jihan Yao Shangbin Feng Chenjun Xu Yulia Tsvetkov Bill Howe Lucy Lu Wang 59 11 0 25 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 37 6 0 09 Jul 2024
Are Large Language Models a Good Replacement of Taxonomies? Yushi Sun Hao Xin Kai Sun Yongjun Xu Xiao Yang Xin Luna Dong Nan Tang Lei Chen AI4MH 38 7 0 17 Jun 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Lin RALM BDL 108 10 0 29 May 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings R. Reddy Omar Attia Yunyao Li Heng Ji Saloni Potdar 37 1 0 23 May 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? Zorik Gekhman G. Yona Roee Aharoni Matan Eyal Amir Feder Roi Reichart Jonathan Herzig 52 104 0 09 May 2024
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation Kaize Shi Xueyao Sun Qing Li Guandong Xu 51 13 0 06 May 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation Zhiyuan He Huiqiang Jiang Zilong Wang Yuqing Yang Luna Qiu Lili Qiu LLMAG 29 5 0 17 Apr 2024
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? Siye Wu Jian Xie Jiangjie Chen Tinghui Zhu Kai Zhang Yanghua Xiao KELM 42 19 0 04 Apr 2024
ClaimVer: Explainable Claim-Level Verification and Evidence Attribution of Text Through Knowledge Graphs Preetam Prabhu Srikar Dammu Himanshu Naidu Mouly Dewan YoungMin Kim Tanya Roosta Aman Chadha Chirag Shah 46 6 0 12 Mar 2024
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models Jio Oh Soyeon Kim Junseok Seo Jindong Wang Ruochen Xu Xing Xie Steven Euijong Whang 41 1 0 08 Mar 2024
Fine Tuning vs. Retrieval Augmented Generation for Less Popular Knowledge Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 34 28 0 03 Mar 2024
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning Loïc Rakotoson S. Massip F. Laleye 37 0 0 21 Feb 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models Seiji Maekawa Hayate Iso Sairam Gurajada Nikita Bhutani RALM KELM 42 14 0 21 Feb 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers G. Yona Roee Aharoni Mor Geva ELM 44 11 0 09 Jan 2024
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 61 1,530 1 18 Dec 2023
Dense X Retrieval: What Retrieval Granularity Should We Use? Tong Chen Hongwei Wang Sihao Chen Wenhao Yu Kaixin Ma Xinran Zhao Hongming Zhang Dong Yu 25 30 0 11 Dec 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
Unifying Corroborative and Contributive Attributions in Large Language Models Theodora Worledge Judy Hanwen Shen Nicole Meister Caleb Winston Carlos Guestrin TDI 32 10 0 20 Nov 2023
Thread of Thought Unraveling Chaotic Contexts Yucheng Zhou Xiubo Geng Tao Shen Chongyang Tao Guodong Long Jian-Guang Lou Jianbing Shen LRM 36 39 0 15 Nov 2023
The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models Lovisa Hagström Denitsa Saynova Tobias Norlund Moa Johansson Richard Johansson KELM HILM 29 8 0 02 Nov 2023
Poisoning Retrieval Corpora by Injecting Adversarial Passages Zexuan Zhong Ziqing Huang Alexander Wettig Danqi Chen AAML 13 59 0 29 Oct 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models Paul Youssef Osman Alperen Koracs Meijie Li Jorg Schlotterer Christin Seifert KELM 24 16 0 25 Oct 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 33 131 0 20 Aug 2023
MultiVENT: Multilingual Videos of Events with Aligned Natural Text Kate Sanders David Etter Reno Kriz Benjamin Van Durme VGen 42 7 0 06 Jul 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 19 18 0 23 Jun 2023
Plug-and-Play Knowledge Injection for Pre-trained Language Models Zhengyan Zhang Zhiyuan Zeng Yankai Lin Huadong Wang Deming Ye ... Xu Han Zhiyuan Liu Peng Li Maosong Sun Jie Zhou KELM 43 11 0 28 May 2023