AmbigQA: Answering Ambiguous Open-domain Questions

22 April 2020

Luke Zettlemoyer

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

50 / 212 papers shown

Title
Assessing "Implicit" Retrieval Robustness of Large Language Models Xiaoyu Shen Rexhina Blloshmi Dawei Zhu Jiahuan Pei Wei Zhang RALM KELM 41 0 0 26 Jun 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 31 1 0 24 Jun 2024
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners Peng Hu Sizhe Liu Changjiang Gao Xin Huang Xue Han Junlan Feng Chao Deng Shujian Huang LRM 33 1 0 24 Jun 2024
ALiiCE: Evaluating Positional Fine-grained Citation Generation Yilong Xu Jinhua Gao Xiaoming Yu Baolong Bi Huawei Shen Xueqi Cheng HILM 29 5 0 19 Jun 2024
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models Akchay Srivastava Atif Memon ELM 40 1 0 19 Jun 2024
Learning to Generate Answers with Citations via Factual Consistency Models Rami Aly Zhiqiang Tang Samson Tan George Karypis HILM 34 4 0 19 Jun 2024
Can Tool-augmented Large Language Models be Aware of Incomplete Conditions? Seungbin Yang chaeHun Park Taehee Kim Jaegul Choo 44 2 0 18 Jun 2024
MDCR: A Dataset for Multi-Document Conditional Reasoning Peter Baile Chen Yi Zhang Chunwei Liu Sejal Gupta Yoon Kim Michael Cafarella 47 2 0 17 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models 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 97 30 0 09 Jun 2024
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation I-Hung Hsu Zifeng Wang Long T. Le Lesly Miculicich Nanyun Peng Chen-Yu Lee Tomas Pfister HILM 29 4 0 08 Jun 2024
To Believe or Not to Believe Your LLM Yasin Abbasi-Yadkori Ilja Kuzborskij András György Csaba Szepesvári UQCV 53 40 0 04 Jun 2024
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words? G. Yona Roee Aharoni Mor Geva HILM 40 17 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 73 46 0 22 May 2024
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models Tong Zhang Peixin Qin Yang Deng Chen Huang Wenqiang Lei Junhong Liu Dingnan Jin Hongru Liang Tat-Seng Chua 30 7 0 20 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 38 181 0 10 May 2024
ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization Yunxiao Shi Xing Zi Zijing Shi Haimin Zhang Qiang Wu Min Xu RALM 33 16 0 06 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness Xinran Zhao Tong Chen Sihao Chen Hongming Zhang Tongshuang Wu 26 7 0 04 May 2024
AmbigDocs: Reasoning across Documents on Different Entities under the Same Name Yoonsang Lee Xi Ye Eunsol Choi 38 5 0 18 Apr 2024
Aligning Language Models to Explicitly Handle Ambiguity Hyuhng Joon Kim Youna Kim Cheonbok Park Junyeob Kim Choonghyun Park Kang Min Yoo Sang-goo Lee Taeuk Kim 28 12 0 18 Apr 2024
Confidence Calibration and Rationalization for LLMs via Multi-Agent Deliberation Ruixin Yang Dheeraj Rajagopal S. Hayati Bin Hu Dongyeop Kang LLMAG 35 3 0 14 Apr 2024
Learning to Plan and Generate Text with Citations Constanza Fierro Reinald Kim Amplayo Fantine Huot Nicola De Cao Joshua Maynez Shashi Narayan Mirella Lapata 24 17 0 04 Apr 2024
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems Sara Rosenthal Avirup Sil Radu Florian Salim Roukos 46 11 0 02 Apr 2024
Context Quality Matters in Training Fusion-in-Decoder for Extractive Open-Domain Question Answering Kosuke Akimoto Kunihiro Takeoka M. Oyamada 35 1 0 21 Mar 2024
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems Anuja Tayal Aman Tyagi 61 7 0 18 Mar 2024
Evaluating Biases in Context-Dependent Health Questions Sharon Levy T. Karver William D. Adler Michelle R. Kaufman Mark Dredze 25 3 0 07 Mar 2024
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG Ayana Niwa Hayate Iso 31 4 0 27 Feb 2024
PAQA: Toward ProActive Open-Retrieval Question Answering Pierre Erbacher Jian-Yun Nie P. Preux Laure Soulier RALM 19 2 0 26 Feb 2024
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? Joris Baan Raquel Fernández Barbara Plank Wilker Aziz 43 10 0 25 Feb 2024
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning Zicheng Lin Zhibin Gou Tian Liang Ruilin Luo Haowei Liu Yujiu Yang LRM 40 43 0 22 Feb 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 23 1 0 22 Feb 2024
What Evidence Do Language Models Find Convincing? Alexander Wan Eric Wallace Dan Klein 199 28 0 19 Feb 2024
Imagining a Future of Designing with AI: Dynamic Grounding, Constructive Negotiation, and Sustainable Motivation Priyan Vaithilingam Ian Arawjo Elena L. Glassman 22 20 0 12 Feb 2024
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations Cheng-Han Chiang Hung-yi Lee HILM 67 8 0 08 Feb 2024
A Roadmap to Pluralistic Alignment Taylor Sorensen Jared Moore Jillian R. Fisher Mitchell L. Gordon Niloofar Mireshghallah ... Liwei Jiang Ximing Lu Nouha Dziri Tim Althoff Yejin Choi 65 80 0 07 Feb 2024
Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations Siyao Peng Zihang Sun Sebastian Loftus Barbara Plank 22 3 0 02 Feb 2024
Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Shangbin Feng Weijia Shi Yike Wang Wenxuan Ding Vidhisha Balachandran Yulia Tsvetkov 25 77 0 01 Feb 2024
The Power of Noise: Redefining Retrieval for RAG Systems Florin Cuconasu Giovanni Trappolini F. Siciliano Simone Filice Cesare Campagnano Y. Maarek Nicola Tonellotto Fabrizio Silvestri RALM 37 143 0 26 Jan 2024
Genie: Achieving Human Parity in Content-Grounded Datasets Generation Asaf Yehudai Boaz Carmeli Y. Mass Ofir Arviv Nathaniel Mills Assaf Toledo Eyal Shnarch Leshem Choshen 37 22 0 25 Jan 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 28 0 0 20 Jan 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models Weixiang Zhao Shilong Wang Yulin Hu Yanyan Zhao Bing Qin Xuanyu Zhang Qing Yang Dongliang Xu Wanxiang Che KELM CLL 29 11 0 16 Jan 2024
Narrowing the Knowledge Evaluation Gap: Open-Domain Question Answering with Multi-Granularity Answers G. Yona Roee Aharoni Mor Geva ELM 36 11 0 09 Jan 2024
From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems Gulsum Yigit M. Amasyalı AAML 15 0 0 26 Dec 2023
LLM-SQL-Solver: Can LLMs Determine SQL Equivalence? Fuheng Zhao Lawrence Lim Ishtiyaque Ahmad D. Agrawal A. El Abbadi Amr El Abbadi 54 9 0 16 Dec 2023
Alignment for Honesty Yuqing Yang Ethan Chern Xipeng Qiu Graham Neubig Pengfei Liu 31 28 0 12 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 29 0 11 Dec 2023
Towards leveraging LLMs for Conditional QA Syed-Amad Hussain Parag Dakle SaiKrishna Rallabandi Preethi Raghavan ELM 13 2 0 02 Dec 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 14 2 0 27 Nov 2023
Clarify When Necessary: Resolving Ambiguity Through Interaction with LMs Michael J.Q. Zhang Eunsol Choi 32 26 0 16 Nov 2023
Grounding Gaps in Language Model Generations Omar Shaikh Kristina Gligorić Ashna Khetan Matthias Gerstgrasser Diyi Yang Dan Jurafsky 8 20 0 15 Nov 2023
Decomposing Uncertainty for Large Language Models through Input Clarification Ensembling Bairu Hou Yujian Liu Kaizhi Qian Jacob Andreas Shiyu Chang Yang Zhang UD UQCV PER 16 48 0 15 Nov 2023