Interpretation of Natural Language Rules in Conversational Machine Reading

28 August 2018

Patrick Lewis

Papers citing "Interpretation of Natural Language Rules in Conversational Machine Reading"

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$$\texttt{DIAMONDs}$: A Dataset for $\mathbb{D}$ynamic $\mathbb{I}$nformation $\mathbb{A}$nd $\mathbb{M}$ental modeling $\mathbb{O}$f $\mathbb{N}$umeric $\mathbb{D}$iscussions$ $\texttt{DIAMONDs}$ : A Dataset for $\mathbb{D}$ ynamic $\mathbb{I}$ nformation $\mathbb{A}$ nd $\mathbb{M}$ ental modeling $\mathbb{O}$ f $\mathbb{N}$ umeric $\mathbb{D}$ iscussions Sayontan Ghosh Mahnaz Koupaee Yash Kumar Lal Pegah Alipoormolabashi Mohammad Saqib Hasan Jun Seok Kang Niranjan Balasubramanian 196 0 0 19 May 2025
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MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation SystemsTransactions of the Association for Computational Linguistics (TACL), 2025 Yannis Katsis Sara Rosenthal Kshitij P. Fadnis Chulaka Gunasekara Young-Suk Lee Lucian Popa Vraj Shah Khoi-Nguyen Tran Danish Contractor Marina Danilevsky RALM LRM 221 27 0 08 Jan 2025
Structured List-Grounded Question AnsweringInternational Conference on Computational Linguistics (COLING), 2024 Mujeen Sung Song Feng James Gung Raphael Shu Yi Zhang Saab Mansour RALM 179 1 0 04 Oct 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 245 1 0 10 Aug 2024
ScholarChemQA: Unveiling the Power of Language Models in Chemical Research Question Answering Preslav Nakov Tairan Wang Taicheng Guo Kehan Guo Juexiao Zhou Haoyang Li Mingchen Zhuge Jürgen Schmidhuber Xin Gao Xiangliang Zhang 237 6 0 24 Jul 2024
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts Lotem Golany Filippo Galgani Maya Mamo Nimrod Parasol Omer Vandsburger Nadav Bar Ido Dagan 323 7 0 02 May 2024
Beyond Static Evaluation: A Dynamic Approach to Assessing AI Assistants' API Invocation Capabilities Honglin Mu Yang Xu Yunlong Feng Xiaofeng Han Yitong Li Yutai Hou Wanxiang Che ELM 148 3 0 17 Mar 2024
A Survey on Neural Question Generation: Methods, Applications, and Prospects Shasha Guo Lizi Liao Cuiping Li Tat-Seng Chua 263 7 0 28 Feb 2024
Chain of Logic: Rule-Based Reasoning with Large Language Models Sergio Servantez Joe Barrow Kristian J. Hammond R. Jain ReLM ELM AILaw LRM AI4CE 302 15 0 16 Feb 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Ming-Yu Liu Rajarshi Roy Peng Xu Chankyu Lee Mohammad Shoeybi Bryan Catanzaro ALM RALM AI4MH 475 81 0 18 Jan 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs Haritz Puerto Martin Tutek Somak Aditya Xiaodan Zhu Iryna Gurevych ReCod ReLM LRM 291 16 0 18 Jan 2024
$$\textit{Dial BeInfo for Faithfulness}$: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning$ $\textit{Dial BeInfo for Faithfulness}$ : Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning E. Razumovskaia Ivan Vulić Pavle Marković Tomasz Cichy Qian Zheng Tsung-Hsien Wen Paweł Budzianowski HILM 316 11 0 16 Nov 2023
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading Yangyang Luo Shiyu Tian Caixia Yuan Fangkun Zhao 171 1 0 20 Oct 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT InteractionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Siru Ouyang Shuohang Wang Yang Liu Ming Zhong Yizhu Jiao Dan Iter Reid Pryzant Chenguang Zhu Heng Ji Jiawei Han 233 48 0 19 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based QueriesNeural Information Processing Systems (NeurIPS), 2023 Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 464 14 0 07 Oct 2023
How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context H. Wan Hongkang Li Songtao Lu Xiao-Ping Cui Marina Danilevsky 154 1 0 26 Aug 2023
Covering Uncommon Ground: Gap-Focused Question Generation for Answer AssessmentAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ron Rabin Alexandre Djerbetian Roee Engelberg Lidan Hackmon G. Elidan Reut Tsarfaty Amir Globerson 137 3 0 06 Jul 2023
Improved Instruction Ordering in Recipe-Grounded ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Duong Minh Le Ruohao Guo Wei Xu Alan Ritter 213 10 0 26 May 2023
Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource LanguagesWorkshop on Document-grounded Dialogue and Conversational Question Answering (DialDoc), 2023 Qiaolin Gou Zehua Xia Wen-Hau Du 259 0 0 24 May 2023
Few-shot Unified Question Answering: Tuning Models or Prompts?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Srijan Bansal Semih Yavuz Bo Pang Meghana Moorthy Bhat Yingbo Zhou 200 2 0 23 May 2023
Asking Clarification Questions to Handle Ambiguity in Open-Domain QAConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Dongryeol Lee Segwang Kim Minwoo Lee Hwanhee Lee Joonsuk Park Sang-Woo Lee Kyomin Jung UQLM 286 25 0 23 May 2023
Towards Asking Clarification Questions for Information Seeking on Task-Oriented Dialogues Yue Feng Hossein A. Rahmani Aldo Lipani Emine Yilmaz RALM 203 10 0 23 May 2023
"What do others think?": Task-Oriented Conversational Modeling with Subjective KnowledgeSIGDIAL Conferences (SIGDIAL), 2023 Chao Zhao Spandana Gella Seokhwan Kim Di Jin Devamanyu Hazarika Alexandros Papangelis Behnam Hedayatnia Mahdi Namazifar Yang Liu Dilek Z. Hakkani-Tür 199 11 0 20 May 2023
The StatCan Dialogue Dataset: Retrieving Data Tables through Conversations with Genuine IntentsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Xing Han Lù Siva Reddy H. D. Vries LMTD 193 7 0 03 Apr 2023
Natural Language Reasoning, A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 294 94 0 26 Mar 2023
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao 144 2 0 19 Dec 2022
Varifocal Question Generation for Fact-checkingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 N. Ousidhoum Moy Yuan Andreas Vlachos 392 34 0 22 Oct 2022
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots A. Sathyamoorthy Yeqin Zhang K. Weerakoon Tianrui Guan Jing Liang Luo Si Tianyi Zhou Cam-Tu Nguyen 227 44 0 20 Oct 2022
Towards End-to-End Open Conversational Machine ReadingFindings (Findings), 2022 Sizhe Zhou Siru Ouyang Zhuosheng Zhang AI Institute LRM 169 2 0 13 Oct 2022
ET5: A Novel End-to-end Framework for Conversational Machine Reading ComprehensionInternational Conference on Computational Linguistics (COLING), 2022 Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao LRM 168 2 0 23 Sep 2022
Manual-Guided Dialogue for Flexible Conversational Agents Ryuichi Takanobu Hao Zhou Yankai Lin Peng Li Jie Zhou Shiyu Huang 142 1 0 16 Aug 2022
INSCIT: Information-Seeking Conversations with Mixed-Initiative InteractionsTransactions of the Association for Computational Linguistics (TACL), 2022 Zeqiu Wu Ryu Parish Hao Cheng Sewon Min Prithviraj Ammanabrolu Mari Ostendorf Hannaneh Hajishirzi 163 22 0 02 Jul 2022
CookDial: A dataset for task-oriented dialogs grounded in procedural documents Yiwei Jiang Klim Zaporojets Johannes Deleu Thomas Demeester Chris Develder 118 12 0 17 Jun 2022
Mediators: Conversational Agents Explaining NLP Model Behavior Nils Feldhus A. Ravichandran Sebastian Möller 250 17 0 13 Jun 2022
Reasoning over Logically Interacted Conditions for Question Answering Haitian Sun William W. Cohen Ruslan Salakhutdinov 239 5 0 25 May 2022
Generating Information-Seeking Conversations from Unlabeled DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Gangwoo Kim Sungdong Kim Kang Min Yoo Jaewoo Kang 247 17 0 25 May 2022
Dialog Inpainting: Turning Documents into DialogsInternational Conference on Machine Learning (ICML), 2022 Zhuyun Dai Arun Tejasvi Chaganty Vincent Zhao Aida Amini Q. Rashid Mike Green Kelvin Guu 268 76 0 18 May 2022
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual DataFindings (Findings), 2022 Kai Nakamura Sharon Levy Yi-Lin Tuan Wenhu Chen Wenjie Wang LMTD 144 39 0 28 Apr 2022
Ditch the Gold Standard: Re-evaluating Conversational Question Answering Huihan Li Tianyu Gao Manan Goenka Danqi Chen 181 23 0 16 Dec 2021
DG2: Data Augmentation Through Document Grounded Dialogue Generation Qingyang Wu Song Feng Derek Chen Sachindra Joshi Luis A. Lastras Zhou Yu 134 18 0 15 Dec 2021
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs Manas Gaur Kalpa Gunaratna Vijay Srinivasan Hongxia Jin RALM 125 59 0 13 Dec 2021
TWEETSUMM -- A Dialog Summarization Dataset for Customer Service Guy Feigenblat R. Chulaka Gunasekara Benjamin Sznajder Sachindra Joshi D. Konopnicki R. Aharonov VLM 136 48 0 23 Nov 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 155 38 0 13 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 288 23 0 11 Oct 2021
FQuAD2.0: French Question Answering and knowing that you know nothing Quentin Heinrich Gautier Viaud Wacim Belblidia 124 9 0 27 Sep 2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple DocumentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Song Feng S. Patel H. Wan Sachindra Joshi 189 80 0 26 Sep 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 277 13 0 25 Sep 2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs Lucian Popa Shantanu Agarwal Sachindra Joshi Mausam 164 25 0 15 Sep 2021
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document ContextualizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zeqiu Wu Bo-Ru Lu Hannaneh Hajishirzi Mari Ostendorf 119 32 0 10 Sep 2021