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AmbigQA: Answering Ambiguous Open-domain Questions

22 April 2020

Luke Zettlemoyer

Papers citing "AmbigQA: Answering Ambiguous Open-domain Questions"

50 / 179 papers shown

Title
Navigating Rifts in Human-LLM Grounding: Study and BenchmarkAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Omar Shaikh Hussein Mozannar Gagan Bansal Adam Fourney Eric Horvitz 233 11 0 18 Mar 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 276 3 0 18 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity ReductionInternational Conference on Learning Representations (ICLR), 2025 Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 449 9 0 03 Mar 2025
ABC: Achieving Better Control of Multimodal Embeddings using VLMs Benjamin Schneider Florian Kerschbaum Wenhu Chen 746 0 0 01 Mar 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs Xiaomin Li Zhou Yu Ziji Zhang Yingying Zhuang Siyang Song Narayanan Sadagopan Anurag Beniwal HILM 340 4 0 28 Feb 2025
Program Synthesis Dialog Agents for Interactive Decision-Making Matthew Toles Nikhil Balwani Rattandeep Singh Valentina Giulia Sartori Rodriguez Zhou Yu 239 0 0 26 Feb 2025
Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Irina Saparina Mirella Lapata 138 4 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 700 3 0 21 Feb 2025
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Bolei Ma Yuting Li Wei Zhou Ziwei Gong Wenshu Fan Katja Jasinskaja Annemarie Friedrich Julia Hirschberg Frauke Kreuter Barbara Plank ELM LRM 209 12 0 17 Feb 2025
Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Guofu Xie Xiao Zhang Ting Yao Yunsheng Shi MoMe 281 2 0 15 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Jian Wang Haoran Xie S. J. Qin 275 3 0 03 Feb 2025
Acknowledging Focus Ambiguity in Visual Questions Chongyan Chen Yu-Yun Tseng Zhuoheng Li Anush Venkatesh Danna Gurari 192 0 0 04 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language ModelsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2024 Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 271 5 0 03 Jan 2025
RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs A. Testoni Barbara Plank Raquel Fernández 206 3 0 18 Dec 2024
A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future DirectionsACM Computing Surveys (ACM CSUR), 2024 Ola Shorinwa Zhiting Mei Justin Lidard Allen Z. Ren Anirudha Majumdar HILM LRM 255 50 0 07 Dec 2024
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying QuestionsInternational Conference on Learning Representations (ICLR), 2024 Michael J.Q. Zhang W. Bradley Knox Eunsol Choi 259 26 0 17 Oct 2024
Open Domain Question Answering with Conflicting ContextsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Siyi Liu Qiang Ning Kishaloy Halder Wei Xiao Zheng Qi ... Yi Zhang Neha Anna John Bonan Min Yassine Benajiba Dan Roth LLMAG 353 8 0 16 Oct 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak SupervisionConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Philipp Christmann Svitlana Vakulenko Ionut Teodor Sorodoc Bill Byrne Adria de Gispert RALM 100 0 0 11 Oct 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Yanjun Chen Dawei Zhu Yirong Sun Xinghao Chen Wei Zhang Xiaoyu Shen ALM 110 11 0 09 Oct 2024
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yeonjun In Sungchul Kim Ryan Rossi Md Mehrab Tanjim Tong Yu Ritwik Sinha Chanyoung Park 191 6 0 04 Sep 2024
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question AnsweringNeural Information Processing Systems (NeurIPS), 2024 Ruosen Li Barry Wang Ruochen Li Xinya Du ELM 150 14 0 24 Aug 2024
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data UncertaintyNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yongjin Yang Haneul Yoo Hwaran Lee 273 11 0 13 Aug 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Jiuheng Lin Yuxuan Lai Yansong Feng LRM 153 1 0 10 Aug 2024
Citekit: A Modular Toolkit for Large Language Model Citation Generation Jiajun Shen Tong Zhou Suifeng Zhao Yubo Chen Kang Liu HILM KELM 155 9 0 06 Aug 2024
Improving Retrieval Augmented Language Model with Self-ReasoningAAAI Conference on Artificial Intelligence (AAAI), 2024 Yuan Xia Jingbo Zhou Zhenhui Shi Jun Chen Hai-ting Huang AIFin LRM ReLM KELM 181 24 0 29 Jul 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 163 3 0 17 Jul 2024
Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu 162 18 0 15 Jul 2024
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners Peng Hu Sizhe Liu Changjiang Gao Xue Han Xue Han Junlan Feng Chao Deng Shujian Huang LRM 291 10 0 24 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang Yujin Baek Taehee Kim Jaegul Choo 253 3 0 18 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 291 65 0 09 Jun 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 267 118 0 22 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language ModelsKnowledge Discovery and Data Mining (KDD), 2024 Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li D. Yin Tat-Seng Chua Qing Li RALM 3DV 358 501 0 10 May 2024
Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation Ruixin Yang Dheeraj Rajagopal S. Hayati Bin Hu Luan Tuyen Chau LLMAG 252 12 0 14 Apr 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering Kosuke Akimoto Kunihiro Takeoka Masafumi Oyamada 116 2 0 21 Mar 2024
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer Xinshuo Hu Baotian Hu Dongfang Li Xiaoguang Li Lifeng Shang HILM 124 1 0 22 Feb 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations Siyao Peng Zihang Sun Sebastian Loftus Barbara Plank 109 4 0 02 Feb 2024
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation Yoo Yeon Sung Ishani Mondal Jordan L. Boyd-Graber 155 1 0 20 Jan 2024
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 326 18 0 16 Dec 2023
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs Michael J.Q. Zhang Eunsol Choi 156 54 0 16 Nov 2023
Grounding Gaps in Language Model GenerationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 180 34 0 15 Nov 2023
PreWoMe: Exploiting Presuppositions as Working Memory for Long Form Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wookje Han Jinsol Park Kyungjae Lee 146 5 0 24 Oct 2023
Reasoning about Ambiguous Definite DescriptionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Stefan F. Schouten Peter Bloem Ilia Markov Piek Vossen LRM UQLM 56 0 0 23 Oct 2023
No that's not what I meant: Handling Third Position Repair in Conversational Question AnsweringSIGDIAL Conferences (SIGDIAL), 2023 Vevake Balaraman Arash Eshghi Ioannis Konstas Ioannis V. Papaioannou KELM 65 5 0 31 Jul 2023
Answering Ambiguous Questions via Iterative PromptingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Weiwei Sun Hengyi Cai Hongshen Chen Sudipta Singha Roy Zhumin Chen Maarten de Rijke Zhaochun Ren 125 16 0 08 Jul 2023
Lost in the Middle: How Language Models Use Long ContextsTransactions of the Association for Computational Linguistics (TACL), 2023 Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Abigail Z. Jacobs RALM 403 2,314 0 06 Jul 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model TrainingNeural Information Processing Systems (NeurIPS), 2023 Zeqiu Wu Yushi Hu Weijia Shi Nouha Dziri Alane Suhr Prithviraj Ammanabrolu Noah A. Smith Mari Ostendorf Hannaneh Hajishirzi ALM 253 393 0 02 Jun 2023
Zero and Few-shot Semantic Parsing with Ambiguous InputsInternational Conference on Learning Representations (ICLR), 2023 Elias Stengel-Eskin Kyle Rawlins Benjamin Van Durme 158 20 0 01 Jun 2023
Using Natural Language Explanations to Rescale Human Judgments Manya Wadhwa Jifan Chen Junyi Jessy Li Greg Durrett 157 11 0 24 May 2023
You Are What You Annotate: Towards Better Models through Annotator RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Naihao Deng Xinliang Frederick Zhang Siyang Liu Winston Wu Lu Wang Amélie Reymond 164 35 0 24 May 2023
Enabling Large Language Models to Generate Text with CitationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Tianyu Gao Howard Yen Jiatong Yu Danqi Chen LM&MA HILM 275 454 0 24 May 2023