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DialFact: A Benchmark for Fact-Checking in Dialogue

15 October 2021

Papers citing "DialFact: A Benchmark for Fact-Checking in Dialogue"

45 / 45 papers shown

Title
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System Libo Qin Tianbao Xie Shijue Huang Qiguang Chen Xiao Xu Wanxiang Che 104 20 0 23 Sep 2021
Overview of the CLEF--2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News Preslav Nakov Giovanni Da San Martino Tamer Elsayed Alberto Barrón-Cedeño Rubén Míguez ... Gautam Kishore Shahi Julia Maria Struß Thomas Mandl Mucahid Kutlu Yavuz Selim Kartal 102 92 0 23 Sep 2021
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 92 495 0 26 Aug 2021
Beyond Goldfish Memory: Long-Term Open-Domain Conversation Jing Xu Arthur Szlam Jason Weston RALM 62 255 0 15 Jul 2021
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 300 289 0 15 Jul 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 207 102 0 14 Jul 2021
Synthesizing Adversarial Negative Responses for Robust Response Ranking and Evaluation Prakhar Gupta Yulia Tsvetkov Jeffrey P. Bigham 65 23 0 10 Jun 2021
FEVEROUS: Fact Extraction and VERification Over Unstructured and Structured information Rami Aly Zhijiang Guo Michael Schlichtkrull James Thorne Andreas Vlachos Christos Christodoulopoulos O. Cocarascu Arpit Mittal HILM 88 187 0 10 Jun 2021
COVID-Fact: Fact Extraction and Verification of Real-World Claims on COVID-19 Pandemic Arkadiy Saakyan Tuhin Chakrabarty Smaranda Muresan HILM 48 120 0 07 Jun 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 106 825 0 07 May 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 247 82 0 30 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 76 135 0 17 Apr 2021
$$Q^{2}$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering$ $Q^{2}$ : Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering Or Honovich Leshem Choshen Roee Aharoni Ella Neeman Idan Szpektor Omri Abend HILM 71 141 0 16 Apr 2021
Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster Spencer Poff Moya Chen Douwe Kiela Jason Weston HILM 95 741 0 15 Apr 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 85 237 0 15 Mar 2021
Evidence-based Factual Error Correction James Thorne Andreas Vlachos KELM OffRL 86 58 0 31 Dec 2020
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling Yixin Nie Mary Williamson Joey Tianyi Zhou Douwe Kiela Jason Weston 76 83 0 24 Dec 2020
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification Yichen Jiang Shikha Bordia Zheng Zhong Charles Dognin M. Singh Joey Tianyi Zhou 85 159 0 05 Nov 2020
A Review on Fact Extraction and Verification Giannis Bekoulis Christina Papagiannopoulou Nikos Deligiannis 77 43 0 06 Oct 2020
Generating Label Cohesive and Well-Formed Adversarial Claims Pepa Atanasova Dustin Wright Isabelle Augenstein AAML 61 42 0 17 Sep 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 142 459 0 30 Apr 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 123 1,012 0 28 Apr 2020
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-Checking Christopher Hidey Tuhin Chakrabarty Tariq Alhindi Siddharth Varia K. Krstovski Mona T. Diab Smaranda Muresan AAML 58 43 0 27 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 77 178 0 15 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 198 3,778 0 10 Apr 2020
Towards a Human-like Open-Domain Chatbot Daniel De Freitas Minh-Thang Luong David R. So Jamie Hall Noah Fiedel ... Zi Yang Apoorv Kulshreshtha Gaurav Nemade Yifeng Lu Quoc V. Le 114 938 0 27 Jan 2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 450 20,298 0 23 Oct 2019
Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu Chenyan Xiong Maosong Sun Zhiyuan Liu 90 224 0 22 Oct 2019
TMLab: Generative Enhanced Model (GEM) for adversarial attacks P. Niewinski M. Pszona M. Janicka VLM GAN 50 14 0 01 Oct 2019
Automatic Fact-guided Sentence Modification Darsh J. Shah Tal Schuster Regina Barzilay KELM 64 40 0 30 Sep 2019
TabFact: A Large-scale Dataset for Table-based Fact Verification Wenhu Chen Hongmin Wang Jianshu Chen Yunkai Zhang Hong Wang Shiyang Li Xiyou Zhou William Yang Wang LMTD 106 514 0 05 Sep 2019
Towards Debiasing Fact Verification Models Tal Schuster Darsh J. Shah Yun Jie Serene Yeo Daniel Filizzola Enrico Santus Regina Barzilay 95 212 0 14 Aug 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 75 215 0 24 Jul 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 75 201 0 22 Jul 2019
Proactive Human-Machine Conversation with Explicit Conversation Goals Wenquan Wu Zhen Guo Xiangyang Zhou Hua Wu Xiyuan Zhang Rongzhong Lian Haifeng Wang 66 195 0 13 Jun 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 190 3,201 0 22 Apr 2019
Wizard of Wikipedia: Knowledge-Powered Conversational agents Emily Dinan Stephen Roller Kurt Shuster Angela Fan Michael Auli Jason Weston RALM KELM 131 950 0 03 Nov 2018
Dialogue Natural Language Inference Sean Welleck Jason Weston Arthur Szlam Kyunghyun Cho HILM 79 252 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification Andreas Hanselowski Huatian Zhang Zile Li Daniil Sorokin Benjamin Schiller Claudia Schulz Iryna Gurevych 77 183 0 03 Sep 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 88 1,282 0 20 Mar 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 151 1,665 0 14 Mar 2018
"Liar, Liar Pants on Fire": A New Benchmark Dataset for Fake News Detection William Yang Wang HILM GNN 94 1,363 0 01 May 2017
A Stylometric Inquiry into Hyperpartisan and Fake News Martin Potthast Johannes Kiesel K. Reinartz Janek Bevendorff Benno Stein 75 619 0 18 Feb 2017
sense2vec - A Fast and Accurate Method for Word Sense Disambiguation In Neural Word Embeddings Andrew Trask Phillip Michalak John Chih Liu 52 173 0 19 Nov 2015