v1v2 (latest)

Transforming Question Answering Datasets Into Natural Language Inference Datasets

9 September 2018

Papers citing "Transforming Question Answering Datasets Into Natural Language Inference Datasets"

50 / 109 papers shown

Title
Zero-Shot Ranking Socio-Political Texts with Transformer Language Models to Reduce Close Reading Time Kiymet Akdemir Ali Hürriyetoǧlu 58 2 0 17 Oct 2022
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization Ryo Kamoi Tanya Goyal Greg Durrett HILM 94 14 0 13 Oct 2022
REV: Information-Theoretic Evaluation of Free-Text Rationales Hanjie Chen Faeze Brahman Xiang Ren Yangfeng Ji Yejin Choi Swabha Swayamdipta 163 24 0 10 Oct 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 111 0 0 28 Sep 2022
NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning Nathaniel Weir Peter Clark Benjamin Van Durme ReLM NAI LRM 189 17 0 16 Sep 2022
Memory-Based Model Editing at Scale E. Mitchell Charles Lin Antoine Bosselut Christopher D. Manning Chelsea Finn KELM 166 376 0 13 Jun 2022
Ask to Know More: Generating Counterfactual Explanations for Fake Claims Shih-Chieh Dai Yi-Li Hsu Aiping Xiong Lun-Wei Ku OffRL 66 24 0 10 Jun 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts Akari Asai Mohammadreza Salehi Matthew E. Peters Hannaneh Hajishirzi 219 103 0 24 May 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization Prasetya Ajie Utama Joshua Bambrick N. Moosavi Iryna Gurevych HILM 79 44 0 12 May 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning Oscar Sainz Itziar Gonzalez-Dios Oier López de Lacalle Bonan Min Eneko Agirre 88 51 0 03 May 2022
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement Bhavana Dalvi Oyvind Tafjord Peter Clark LRM KELM ReLM 126 39 0 27 Apr 2022
A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization Meng Cao 75 6 0 20 Apr 2022
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge Brielen Madureira David Schlangen 99 4 0 14 Apr 2022
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization Zhenjie Zhao Yufang Hou Dakuo Wang Mo Yu Chengzhong Liu Xiaojuan Ma AI4Ed 92 45 0 27 Mar 2022
Generating Scientific Claims for Zero-Shot Scientific Fact Checking Dustin Wright David Wadden Kyle Lo Bailey Kuehl Arman Cohan Isabelle Augenstein Lucy Lu Wang MedIm 139 59 0 24 Mar 2022
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment Haoyu Song Li Dong Weinan Zhang Ting Liu Furu Wei VLM CLIP 119 145 0 14 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua Wu HILM 155 29 0 10 Mar 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 112 218 0 16 Dec 2021
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection Daniel Deutsch Dan Roth 97 7 0 15 Nov 2021
Semantically Distributed Robust Optimization for Vision-and-Language Inference Tejas Gokhale A. Chaudhary Pratyay Banerjee Chitta Baral Yezhou Yang 131 17 0 14 Oct 2021
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models Kun Zhou Wayne Xin Zhao Sirui Wang Fuzheng Zhang Wei Wu Ji-Rong Wen AAML 58 8 0 13 Sep 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering Weiwen Xu Yang Deng Huihui Zhang Deng Cai W. Lam LRM 82 23 0 07 Sep 2021
User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systems Hoang Long Nguyen Vincent Renkens J. Pelemans Srividya Pranavi Potharaju Anil Kumar Nalamalapu Murat Akbacak 31 3 0 02 Aug 2021
Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration Marco Valentino Mokanarangan Thayaparan Deborah Ferreira André Freitas 79 24 0 25 Jul 2021
FaVIQ: FAct Verification from Information-seeking Questions Jungsoo Park Sewon Min Jaewoo Kang Luke Zettlemoyer Hannaneh Hajishirzi HILM 97 41 0 05 Jul 2021
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference Wenpeng Yin Dragomir R. Radev Caiming Xiong HILM 107 99 0 17 Jun 2021
Zero-shot Fact Verification by Claim Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan Wenjie Wang 85 59 0 31 May 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 96 35 0 25 May 2021
Enhancing Transformers with Gradient Boosted Decision Trees for NLI Fine-Tuning Benjamin Minixhofer Milan Gritta Ignacio Iacobacci AI4CE 30 5 0 08 May 2021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference Mokanarangan Thayaparan Marco Valentino Deborah Ferreira Julia Rozanova André Freitas 134 10 0 07 May 2021
Can NLI Models Verify QA Systems' Predictions? Jifan Chen Eunsol Choi Greg Durrett 155 55 0 18 Apr 2021
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 342 188 0 17 Apr 2021
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models Zhengxuan Wu Nelson F. Liu Christopher Potts 54 3 0 17 Apr 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 142 250 0 14 Apr 2021
Multi-Modal Answer Validation for Knowledge-Based VQA Jialin Wu Jiasen Lu Ashish Sabharwal Roozbeh Mottaghi 197 146 0 23 Mar 2021
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 258 47 0 24 Oct 2020
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 115 59 0 23 Oct 2020
Asking Crowdworkers to Write Entailment Examples: The Best of Bad Options Clara Vania Ruijie Chen Samuel R. Bowman 109 11 0 13 Oct 2020
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering Harsh Jhamtani Peter Clark LRM 114 72 0 07 Oct 2020
Reading Comprehension as Natural Language Inference: A Semantic Analysis Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula 58 8 0 04 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 56 37 0 04 Oct 2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch Tania Bedrax-Weiss Dan Roth 140 114 0 01 Oct 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 86 5 0 30 Sep 2020
Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula RALM 146 7 0 18 Sep 2020
FarsTail: A Persian Natural Language Inference Dataset Hossein Amirkhani Mohammad AzariJafari Zohreh Pourjafari Soroush Faridan-Jahromi Zeinab Kouhkan Azadeh Amirak 105 34 0 18 Sep 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 68 201 0 06 Jul 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 91 18 0 29 May 2020
Fluent Response Generation for Conversational Question Answering Ashutosh Baheti Alan Ritter Kevin Small 102 29 0 21 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 131 403 0 07 May 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 101 65 0 01 May 2020