Title
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Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even BetterAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 David Dale Elena Voita Loïc Barrault Marta R. Costa-jussá HILM 416 87 0 16 Dec 2022
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A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Matthew Maufe James Ravenscroft Rob Procter Maria Liakata 104 3 0 30 Nov 2022
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FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense DiscoveryAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Changlong Yu Weiqi Wang Xin Liu Jiaxin Bai Yangqiu Song Zheng Li Yifan Gao Tianyu Cao Bing Yin 173 29 0 15 Nov 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 166 30 0 08 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation SpacesACM Computing Surveys (ACM CSUR), 2022 Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 231 125 0 07 Nov 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel ModelConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 221 5 0 31 Oct 2022
SafeText: A Benchmark for Exploring Physical Safety in Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Sharon Levy Emily Allaway Melanie Subbiah Lydia B. Chilton D. Patton Kathleen McKeown William Yang Wang 161 46 0 18 Oct 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and OpportunitiesACM Computing Surveys (ACM CSUR), 2022 Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang 293 23 0 17 Oct 2022
CDConv: A Benchmark for Contradiction Detection in Chinese ConversationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Chujie Zheng Jinfeng Zhou Yinhe Zheng Libiao Peng Zhen Guo Wenquan Wu Zhengyu Niu Hua Wu Shiyu Huang 138 17 0 16 Oct 2022
Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-trainingConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Wenliang Dai Zihan Liu Ziwei Ji Jane Polak Scowcroft Pascale Fung MLLM VLM 244 75 0 14 Oct 2022
BLAB Reporter: Automated journalism covering the Blue AmazonInternational Conference on Natural Language Generation (INLG), 2022 Yan Sym João Gabriel Moura Campos Fabio Gagliardi Cozman 71 0 0 08 Oct 2022
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic ParsingAAAI Conference on Artificial Intelligence (AAAI), 2022 L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 164 7 0 04 Oct 2022
Using contradictions improves question answering systemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Étienne Fortier-Dubois Domenic Rosati 231 0 0 28 Sep 2022
Enabling Conversational Interaction with Mobile UI using Large Language ModelsInternational Conference on Human Factors in Computing Systems (CHI), 2022 Bryan Wang Gang Li Yang Li 360 170 0 18 Sep 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable ReasoningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 209 21 0 16 Sep 2022
Distribution Aware Metrics for Conditional Natural Language GenerationInternational Conference on Language Resources and Evaluation (LREC), 2022 David M. Chan Yiming Ni David A. Ross Sudheendra Vijayanarasimhan Austin Myers John F. Canny 278 4 0 15 Sep 2022
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Fact-Saboteurs: A Taxonomy of Evidence Manipulation Attacks against Fact-Verification SystemsUSENIX Security Symposium (USENIX Security), 2022 Sahar Abdelnabi Mario Fritz AAML 411 14 0 07 Sep 2022
The Alignment Problem from a Deep Learning PerspectiveInternational Conference on Learning Representations (ICLR), 2022 Richard Ngo Lawrence Chan Sören Mindermann 439 243 0 30 Aug 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Pengcheng He Baolin Peng Liyang Lu Song Wang Jie Mei ... Chenguang Zhu Wayne Xiong Michael Zeng Jianfeng Gao Xuedong Huang 178 51 0 21 Aug 2022
MENLI: Robust Evaluation Metrics from Natural Language InferenceTransactions of the Association for Computational Linguistics (TACL), 2022 Yanran Chen Steffen Eger 370 25 0 15 Aug 2022
Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine TranslationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Nuno M. Guerreiro Elena Voita André F. T. Martins HILM 217 67 0 10 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 213 12 0 25 Jul 2022
FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales Aaron Chan Shaoliang Nie Liang Tan Xiaochang Peng Hamed Firooz Maziar Sanjabi Xiang Ren 298 10 0 02 Jul 2022
A Methodology and Software Architecture to Support Explainability-by-Design T. D. Huynh Niko Tsakalakis Ayah Helal Sophie Stalla-Bourdillon Luc Moreau 112 5 0 13 Jun 2022
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis Dhruv Mullick Alona Fyshe Bilal Ghanem 146 1 0 06 Jun 2022
R2D2: Robust Data-to-Text with Replacement DetectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 164 20 0 25 May 2022
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language ModelsNeural Information Processing Systems (NeurIPS), 2022 Kushal Tirumala Aram H. Markosyan Luke Zettlemoyer Armen Aghajanyan TDI 263 237 0 22 May 2022
Towards Answering Open-ended Ethical Quandary Questions Yejin Bang Nayeon Lee Tiezheng Yu Leila Khalatbari Yan Xu ... Romain Barraud Elham J. Barezi Andrea Madotto Hayden Kee Pascale Fung ELM 172 6 0 12 May 2022
FaithDial: A Faithful Benchmark for Information-Seeking DialogueTransactions of the Association for Computational Linguistics (TACL), 2022 Nouha Dziri Ehsan Kamalloo Sivan Milton Osmar Zaiane Mo Yu Edoardo Ponti Siva Reddy HILM 274 116 0 22 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document IdentifiersNeural Information Processing Systems (NeurIPS), 2022 Michele Bevilacqua G. Ottaviano Patrick Lewis Anuj Kumar Sebastian Riedel Fabio Petroni KELM RALM 299 193 0 22 Apr 2022
'Beach' to 'Bitch': Inadvertent Unsafe Transcription of Kids' Content on YouTubeAAAI Conference on Artificial Intelligence (AAAI), 2022 Krithika Ramesh Ashiqur R. KhudaBukhsh Sumeet Kumar 98 6 0 17 Feb 2022