AmbigQA: Answering Ambiguous Open-domain Questions

22 April 2020

Luke Zettlemoyer

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

50 / 212 papers shown

Title
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Zhengliang Shi Lingyong Yan Weiwei Sun Yue Feng Pengjie Ren Xinyu Ma Shuaiqiang Wang D. Yin Maarten de Rijke Z. Ren RALM 43 0 0 05 May 2025
Conflicts in Texts: Data, Implications and Challenges Siyi Liu Dan Roth 105 0 0 28 Apr 2025
CORG: Generating Answers from Complex, Interrelated Contexts Hyunji Lee Franck Dernoncourt Trung H. Bui Seunghyun Yoon 19 0 0 25 Apr 2025
Vision-Language Models Are Not Pragmatically Competent in Referring Expression Generation Ziqiao Ma Jing Ding Xuejun Zhang Dezhi Luo Jiahe Ding Sihan Xu Yuchen Huang Run Peng Joyce Chai 49 0 0 22 Apr 2025
Retrieval-Augmented Generation with Conflicting Evidence Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal RALM 66 1 0 17 Apr 2025
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 77 0 0 16 Apr 2025
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding Aniket Pal Sanket Biswas Alloy Das Ayush Lodh Priyanka Banerjee Soumitri Chattopadhyay Dimosthenis Karatzas Josep Lladós C. V. Jawahar VLM 32 0 0 12 Apr 2025
TALE: A Tool-Augmented Framework for Reference-Free Evaluation of Large Language Models Sher Badshah Ali Emami Hassan Sajjad LLMAG ELM 43 0 0 10 Apr 2025
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? Belinda Z. Li Been Kim Z. Wang LRM 38 2 0 28 Mar 2025
Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey Xiaoou Liu Tiejin Chen Longchao Da Chacha Chen Zhen Lin Hua Wei HILM 62 3 0 20 Mar 2025
Navigating Rifts in Human-LLM Grounding: Study and Benchmark Omar Shaikh Hussein Mozannar Gagan Bansal Adam Fourney Eric Horvitz 71 2 0 18 Mar 2025
Benchmarking Failures in Tool-Augmented Language Models Eduardo Treviño Hugo Contant James Ngai Graham Neubig Zora Zhiruo Wang 67 0 0 18 Mar 2025
DAFE: LLM-Based Evaluation Through Dynamic Arbitration for Free-Form Question-Answering Sher Badshah Hassan Sajjad 60 1 0 11 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 76 2 0 03 Mar 2025
Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution K. Li Tianhua Zhang Yunxiang Li Hongyin Luo Abdalla Moustafa Xixin Wu James Glass H. Meng 61 0 0 03 Mar 2025
Semantic Volume: Quantifying and Detecting both External and Internal Uncertainty in LLMs Xiaomin Li Zhou Yu Ziji Zhang Yingying Zhuang S. Narayanan Sadagopan Anurag Beniwal HILM 58 0 0 28 Feb 2025
Program Synthesis Dialog Agents for Interactive Decision-Making Matthew Toles Nikhil Balwani Rattandeep Singh Valentina Giulia Sartori Rodriguez Zhou Yu 60 0 0 26 Feb 2025
Disambiguate First Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing Irina Saparina Mirella Lapata 41 0 0 25 Feb 2025
Improving Consistency in Large Language Models through Chain of Guidance Harsh Raj Vipul Gupta Domenic Rosati Subhabrata Majumdar LLMAG LRM 63 3 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 81 1 0 21 Feb 2025
MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents Wanqi Yang Y. Li Meng Fang L. Chen 59 1 0 09 Feb 2025
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering Zongxi Li Y. Li Haoran Xie S. J. Qin 66 0 0 03 Feb 2025
Accounting for Focus Ambiguity in Visual Questions Chongyan Chen Yu-Yun Tseng Zhuoheng Li Anush Venkatesh Danna Gurari 36 0 0 04 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 59 2 0 03 Jan 2025
RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs A. Testoni Barbara Plank Raquel Fernández 64 0 0 18 Dec 2024
DMQR-RAG: Diverse Multi-Query Rewriting for RAG Zhicong Li Jiahao Wang Zhishu Jiang Hangyu Mao Zhongxia Chen Jiazhen Du Yuanxing Zhang Fuzheng Zhang Di Zhang Yong Liu 135 3 0 20 Nov 2024
Do LLMs Understand Ambiguity in Text? A Case Study in Open-world Question Answering Aryan Keluskar Amrita Bhattacharjee Huan Liu 66 2 0 19 Nov 2024
Who's Who: Large Language Models Meet Knowledge Conflicts in Practice Quang Hieu Pham Hoang Ngo Anh Tuan Luu Dat Quoc Nguyen RALM HILM 21 4 0 21 Oct 2024
Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions Michael J.Q. Zhang W. Bradley Knox Eunsol Choi 48 3 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 63 2 0 16 Oct 2024
Retrieving Contextual Information for Long-Form Question Answering using Weak Supervision Philipp Christmann Svitlana Vakulenko Ionut Teodor Sorodoc Bill Byrne Adria de Gispert RALM 29 0 0 11 Oct 2024
The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models Yanjun Chen Dawei Zhu Yirong Sun Xinghao Chen Wei Zhang Xiaoyu Shen ALM 26 1 0 09 Oct 2024
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA Maharshi Gor Hal Daumé III Tianyi Zhou Jordan Boyd-Graber ELM AI4MH LRM 20 1 0 09 Oct 2024
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations Sagi Shaier Ari Kobren Philip Ogren HILM 29 5 0 05 Oct 2024
ECon: On the Detection and Resolution of Evidence Conflicts Cheng Jiayang Chunkit Chan Qianqian Zhuang Lin Qiu Tianhang Zhang Tengxiao Liu Yangqiu Song Yue Zhang Pengfei Liu Zheng Zhang 36 1 0 05 Oct 2024
Detecting Temporal Ambiguity in Questions Bhawna Piryani Abdelrahman Abdallah Jamshid Mozafari Adam Jatowt 31 0 0 25 Sep 2024
"I Never Said That": A dataset, taxonomy and baselines on response clarity classification Konstantinos Thomas Giorgos Filandrianos Maria Lymperaiou Chrysoula Zerva Giorgos Stamou 31 0 0 20 Sep 2024
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering Ruosen Li Barry Wang Ruochen Li Xinya Du ELM 33 5 0 24 Aug 2024
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty Yongjin Yang Haneul Yoo Hwaran Lee 60 1 0 13 Aug 2024
FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection Yufei Huang Xu Han Maosong Sun 26 0 0 12 Aug 2024
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering Jiuheng Lin Yuxuan Lai Yansong Feng LRM 21 0 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 33 7 0 06 Aug 2024
DebateQA: Evaluating Question Answering on Debatable Knowledge Rongwu Xu Xuan Qi Zehan Qi Wei Xu Zhijiang Guo ELM 41 5 0 02 Aug 2024
Improving Retrieval Augmented Language Model with Self-Reasoning Yuan Xia Jingbo Zhou Zhenhui Shi Jun Chen Hai-ting Huang AIFin LRM ReLM KELM 36 8 0 29 Jul 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 49 5 0 25 Jul 2024
I Could've Asked That: Reformulating Unanswerable Questions Wenting Zhao Ge Gao Claire Cardie Alexander M. Rush ELM 30 1 0 24 Jul 2024
Continual Learning for Temporal-Sensitive Question Answering Wanqi Yang Yunqiu Xu Yanda Li Kunze Wang Binbin Huang Ling-Hao Chen CLL 27 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 34 7 0 15 Jul 2024
The Art of Saying No: Contextual Noncompliance in Language Models Faeze Brahman Sachin Kumar Vidhisha Balachandran Pradeep Dasigi Valentina Pyatkin ... Jack Hessel Yulia Tsvetkov Noah A. Smith Yejin Choi Hannaneh Hajishirzi 65 20 0 02 Jul 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries Irina Saparina Mirella Lapata 39 10 0 27 Jun 2024