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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
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach Wenhao Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng Jiang LRM ReLM 68 19 0 23 Oct 2022
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 347 4 0 22 Oct 2022
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 262 200 0 22 Oct 2022
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 106 0 0 18 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 105 205 0 17 Oct 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 88 17 0 17 Oct 2022
A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities Andrea Tocchetti Lorenzo Corti Agathe Balayn Mireia Yurrita Philip Lippmann Marco Brambilla Jie Yang 99 14 0 17 Oct 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 73 26 0 16 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 82 16 0 12 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 106 2 0 06 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 123 25 0 06 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 123 10 0 01 Oct 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 102 0 0 28 Sep 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark Gales AI4Ed ELM 75 35 0 23 Sep 2022
Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios Mana Ashida Saku Sugawara 109 6 0 16 Sep 2022
On Reality and the Limits of Language Data: Aligning LLMs with Human Norms Nigel Collier Fangyu Liu Ehsan Shareghi 62 3 0 25 Aug 2022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 97 120 0 17 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 110 5 0 01 Aug 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 79 5 0 04 Jul 2022
KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP Yufei Wang Jiayi Zheng Can Xu Xiubo Geng Tao Shen Chongyang Tao Daxin Jiang VLM MoE 92 2 0 21 Jun 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 175 412 0 17 Jun 2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer Rachit Bansal Milan Aggarwal S. Bhatia Jivat Neet Kaur Balaji Krishnamurthy 43 4 0 12 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 90 14 0 25 May 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 88 3 0 25 May 2022
Leveraging QA Datasets to Improve Generative Data Augmentation Dheeraj Mekala Tu Vu Timo Schick Jingbo Shang 104 18 0 25 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 200 313 0 10 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 115 67 0 03 May 2022
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions Mihir Parmar Swaroop Mishra Mor Geva Chitta Baral 129 55 0 01 May 2022
Probing Script Knowledge from Pre-Trained Models Zijian Jin Xingyu Zhang Mo Yu Lifu Huang 65 5 0 16 Apr 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 92 16 0 15 Apr 2022
Curriculum: A Broad-Coverage Benchmark for Linguistic Phenomena in Natural Language Understanding Zeming Chen Qiyue Gao ELM 77 4 0 13 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 124 187 0 12 Apr 2022
Question Generation for Reading Comprehension Assessment by Modeling How and What to Ask Bilal Ghanem Lauren Lutz Coleman Julia Rivard Dexter Spencer McIntosh von der Ohe Alona Fyshe AI4Ed 54 32 0 06 Apr 2022
MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering Ankit Pal Logesh Kumar Umapathi Malaikannan Sankarasubbu ELM LM&MA 117 354 0 27 Mar 2022
Lite Unified Modeling for Discriminative Reading Comprehension Yilin Zhao Hai Zhao Libin Shen Yinggong Zhao 99 2 0 26 Mar 2022
UKP-SQUARE: An Online Platform for Question Answering Research Tim Baumgärtner Kexin Wang Rachneet Sachdeva Max Eichler Gregor Geigle ... Leonardo F. R. Ribeiro Jonas Pfeiffer Nils Reimers Gözde Gül Sahin Iryna Gurevych 64 7 0 25 Mar 2022
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense Henrique M. Dinis Santos Ke Shen Alice M. Mulvehill Yasaman Razeghi D. McGuinness Mayank Kejriwal ELM LRM 82 4 0 23 Mar 2022
elBERto: Self-supervised Commonsense Learning for Question Answering Xunlin Zhan Yuan Li Xiao Dong Xiaodan Liang Zhiting Hu Lawrence Carin SSL RALM LRM 77 8 0 17 Mar 2022
ConTinTin: Continual Learning from Task Instructions Wenpeng Yin Jia Li Caiming Xiong CLL 103 30 0 16 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 142 205 0 14 Mar 2022
What Makes Reading Comprehension Questions Difficult? Saku Sugawara Nikita Nangia Alex Warstadt Sam Bowman ELM RALM 62 14 0 12 Mar 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 111 67 0 23 Feb 2022
Logical Reasoning for Task Oriented Dialogue Systems Sajjad Beygi Maryam Fazel-Zarandi Alessandra Cervone Prakash Krishnan Siddhartha Reddy Jonnalagadda LRM 68 6 0 08 Feb 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 157 63 0 28 Jan 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation Alisa Liu Swabha Swayamdipta Noah A. Smith Yejin Choi 239 221 0 16 Jan 2022
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 101 156 0 16 Dec 2021
Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Yichong Xu Chenguang Zhu Shuohang Wang Siqi Sun Hao Cheng Xiaodong Liu Jianfeng Gao Pengcheng He Michael Zeng Xuedong Huang LRM 340 59 0 06 Dec 2021
Context-Dependent Semantic Parsing for Temporal Relation Extraction Bo-Ying Su Shang-ling Hsu Kuan-Yin Lai Jane Yung-jen Hsu NAI 82 1 0 02 Dec 2021
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning V. Aribandi Yi Tay Tal Schuster J. Rao H. Zheng ... Jianmo Ni Jai Gupta Kai Hui Sebastian Ruder Donald Metzler MoE 131 216 0 22 Nov 2021
Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair Jason Phang Angelica Chen William Huang Samuel R. Bowman AAML 76 14 0 16 Nov 2021