CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

2 November 2018

Papers citing "CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge"

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Title
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding Mingyang Chen Wen Zhang Yushan Zhu Hongting Zhou Zonggang Yuan Changliang Xu Hua-zeng Chen 27 56 0 27 Oct 2021
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 70 3,815 0 27 Oct 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 19 44 0 20 Oct 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 48 312 0 15 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 21 35 0 15 Oct 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 93 10 0 25 Sep 2021
Commonsense Knowledge in Word Associations and ConceptNet Chunhua Liu Trevor Cohn Lea Frermann 30 7 0 20 Sep 2021
Relating Neural Text Degeneration to Exposure Bias Ting-Rui Chiang Yun-Nung Chen 53 17 0 17 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 97 52 0 14 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 22 6 0 06 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 40 85 0 03 Sep 2021
Are Training Resources Insufficient? Predict First Then Explain! Myeongjun Jang Thomas Lukasiewicz LRM 21 7 0 29 Aug 2021
Hybrid Reasoning Network for Video-based Commonsense Captioning Weijiang Yu Jian Liang Lei Ji Lu Li Yuejian Fang Nong Xiao Nan Duan 19 10 0 05 Aug 2021
Core Challenges in Embodied Vision-Language Planning Jonathan M Francis Nariaki Kitamura Felix Labelle Xiaopeng Lu Ingrid Navarro Jean Oh LM&Ro 47 45 0 26 Jun 2021
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder Oana-Maria Camburu Thomas Lukasiewicz Julian McAuley 25 35 0 25 Jun 2021
Do Language Models Perform Generalizable Commonsense Inference? Peifeng Wang Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 25 19 0 22 Jun 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 27 61 0 13 Jun 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks Bhargavi Paranjape Julian Michael Marjan Ghazvininejad Luke Zettlemoyer Hannaneh Hajishirzi ReLM LRM 22 66 0 12 Jun 2021
Programming Puzzles Tal Schuster Ashwin Kalyan Oleksandr Polozov Adam Tauman Kalai ELM 22 32 0 10 Jun 2021
Commonsense Knowledge Base Construction in the Age of Big Data Simon Razniewski 22 0 0 05 May 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 19 19 0 20 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 223 180 0 18 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 19 94 0 16 Apr 2021
AR-LSAT: Investigating Analytical Reasoning of Text Wanjun Zhong Siyuan Wang Duyu Tang Zenan Xu Daya Guo Jiahai Wang Jian Yin Ming Zhou Nan Duan ELM 27 40 0 14 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 38 51 0 12 Apr 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 30 137 0 24 Mar 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 33 266 0 26 Jan 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge Tianqing Fang Hongming Zhang Weiqi Wang Yangqiu Song Bin He 38 45 0 01 Jan 2021
Explaining NLP Models via Minimal Contrastive Editing (MiCE) Alexis Ross Ana Marasović Matthew E. Peters 33 119 0 27 Dec 2020
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 33 9 0 24 Dec 2020
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision Faeze Brahman Vered Shwartz Rachel Rudinger Yejin Choi LRM 15 42 0 14 Dec 2020
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Preslav Nakov Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 25 14 0 14 Dec 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 231 36 0 24 Oct 2020
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation Mrigank Raman Aaron Chan Siddhant Agarwal Peifeng Wang Hansen Wang Sungchul Kim Ryan Rossi Handong Zhao Nedim Lipka Xiang Ren 36 19 0 24 Oct 2020
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines K. Murugesan Mattia Atzeni Pavan Kapanipathi Pushkar Shukla Yara Rizk Gerald Tesauro Kartik Talamadupula Mrinmaya Sachan Murray Campbell LM&Ro LLMAG OffRL 32 54 0 08 Oct 2020
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? Yixin Nie Xiang Zhou Joey Tianyi Zhou 29 129 0 07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 14 50 0 01 Oct 2020
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Ye Liu Yao Wan Lifang He Hao Peng Philip S. Yu 32 188 0 26 Sep 2020
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths Haozhe Ji Pei Ke Shaohan Huang Furu Wei Minlie Huang ReLM LRM 17 24 0 24 Sep 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations N. Mostafazadeh Aditya Kalyanpur Lori Moon David W. Buchanan Lauren Berkowitz Or Biran Jennifer Chu-Carroll 32 121 0 16 Sep 2020
Is this sentence valid? An Arabic Dataset for Commonsense Validation Saja Khaled Tawalbeh Mohammad Al-Smadi 21 2 0 25 Aug 2020
SemEval-2020 Task 4: Commonsense Validation and Explanation Cunxiang Wang Shuailong Liang Yili Jin Yilong Wang Xiao-Dan Zhu Yue Zhang LRM 25 98 0 01 Jul 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 8 101 0 21 Jun 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 36 39 0 11 Jun 2020
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 25 100 0 13 May 2020
WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang Xinran Zhao Yangqiu Song 24 54 0 12 May 2020
Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 33 14 0 11 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 11 36 0 02 May 2020