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Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

31 August 2019

Yejin Choi

Papers citing "Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning"

50 / 296 papers shown

Title
A Systematic Investigation of Commonsense Knowledge in Large Language Models Xiang Lorraine Li A. Kuncoro Jordan Hoffmann Cyprien de Masson dÁutume Phil Blunsom Aida Nematzadeh LRM 107 59 0 31 Oct 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 264 493 0 29 Oct 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 101 46 0 16 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 228 290 0 15 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 200 29 0 15 Oct 2021
Can Machines Learn Morality? The Delphi Experiment Liwei Jiang Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jenny T Liang ... Yulia Tsvetkov Oren Etzioni Maarten Sap Regina A. Rini Yejin Choi FaML 225 123 0 14 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 82 0 0 13 Oct 2021
More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering Yang Bai D. Wang 171 10 0 25 Sep 2021
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles Yunxiang Zhang Xiaojun Wan 128 12 0 23 Sep 2021
Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers Jason Phang Haokun Liu Samuel R. Bowman 94 29 0 17 Sep 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 138 221 0 16 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 169 56 0 14 Sep 2021
Commonsense-Focused Dialogues for Response Generation: An Empirical Study Pei Zhou Karthik Gopalakrishnan Behnam Hedayatnia Seokhwan Kim Jay Pujara Xiang Ren Yang Liu Dilek Z. Hakkani-Tür LRM 80 47 0 14 Sep 2021
Semantic Categorization of Social Knowledge for Commonsense Question Answering Gengyu Wang Xiaochen Hou Diyi Yang Kathleen McKeown Jing Huang VLM 59 3 0 11 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 418 3,814 0 03 Sep 2021
Rethinking Why Intermediate-Task Fine-Tuning Works Ting-Yun Chang Chi-Jen Lu LRM 101 30 0 26 Aug 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 95 46 0 02 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 478 4,053 0 28 Jul 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 146 170 0 27 Jul 2021
CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision Zhongyang Li Xiao Ding Kuo Liao Bing Qin Ting Liu CML 113 19 0 21 Jul 2021
Generating Hypothetical Events for Abductive Inference Debjit Paul Anette Frank ReLM LRM 69 7 0 07 Jun 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences Shikhar Singh Nuan Wen Yu Hou Pegah Alipoormolabashi Te-Lin Wu Xuezhe Ma Nanyun Peng LRM 104 59 0 02 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 91 91 0 02 Jun 2021
Comparing Test Sets with Item Response Theory Clara Vania Phu Mon Htut William Huang Dhara Mungra Richard Yuanzhe Pang Jason Phang Haokun Liu Kyunghyun Cho Sam Bowman 90 43 0 01 Jun 2021
What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks? Nikita Nangia Saku Sugawara H. Trivedi Alex Warstadt Clara Vania Sam Bowman 143 36 0 01 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering Yilin Niu Fei Huang Jiaming Liang Wenkai Chen Xiaoyan Zhu Minlie Huang LRM 84 13 0 31 May 2021
Fact-driven Logical Reasoning for Machine Reading Comprehension Siru Ouyang Zhuosheng Zhang Hai Zhao ReLM LRM 51 4 0 21 May 2021
Measuring Coding Challenge Competence With APPS Dan Hendrycks Steven Basart Saurav Kadavath Mantas Mazeika Akul Arora ... Collin Burns Samir Puranik Horace He Basel Alomair Jacob Steinhardt ELM AIMat ALM 316 712 0 20 May 2021
Go Beyond Plain Fine-tuning: Improving Pretrained Models for Social Commonsense Ting-Yun Chang Yang Liu Karthik Gopalakrishnan Behnam Hedayatnia Pei Zhou Dilek Z. Hakkani-Tür ReLM VLM AI4MH LRM 31 1 0 12 May 2021
Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks Ting-Yun Chang Yang Liu Karthik Gopalakrishnan Behnam Hedayatnia Pei Zhou Dilek Z. Hakkani-Tür ReLM AI4MH LRM 92 37 0 12 May 2021
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan NAI 142 73 0 08 May 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 53 19 0 20 Apr 2021
Towards Solving Multimodal Comprehension Pritish Sahu Karan Sikka Ajay Divakaran 44 2 0 20 Apr 2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer Shuaicheng Zhang Lifu Huang Qiang Ning 80 24 0 19 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 322 185 0 18 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 208 756 0 18 Apr 2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning Rujun Han I-Hung Hsu Jiao Sun J. Baylón Qiang Ning Dan Roth Nanyun Peng 80 46 0 16 Apr 2021
What to Pre-Train on? Efficient Intermediate Task Selection Clifton A. Poth Jonas Pfeiffer Andreas Rucklé Iryna Gurevych 113 100 0 16 Apr 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha Prateek Yadav Lisa Bauer Joey Tianyi Zhou LRM 94 59 0 15 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 157 44 0 14 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 89 164 0 05 Apr 2021
Discrete Reasoning Templates for Natural Language Understanding Hadeel Al-Negheimish Pranava Madhyastha A. Russo 49 4 0 05 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 126 140 0 24 Mar 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 79 51 0 25 Feb 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 124 146 0 24 Feb 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data Dian Yu Kai Sun Dong Yu Claire Cardie 76 7 0 01 Feb 2021
Modeling Context in Answer Sentence Selection Systems on a Latency Budget Rujun Han Luca Soldaini Alessandro Moschitti 83 14 0 28 Jan 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 105 270 0 26 Jan 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 92 49 0 25 Jan 2021
EventPlus: A Temporal Event Understanding Pipeline Mingyu Derek Ma Jiao Sun Mu Yang Kung-Hsiang Huang Nuan Wen Shikhar Singh Rujun Han Nanyun Peng 78 31 0 13 Jan 2021