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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
Shepherd: A Critic for Language Model Generation Tianlu Wang Ping Yu Xiaoqing Ellen Tan Sean O'Brien Ramakanth Pasunuru Jane Dwivedi-Yu O. Yu. Golovneva Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ALM 91 87 0 08 Aug 2023
An Overview Of Temporal Commonsense Reasoning and Acquisition Georg Wenzel Adam Jatowt ReLM LRM 149 9 0 28 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 145 2 0 23 Jul 2023
SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models Xiaoxuan Wang Ziniu Hu Pan Lu Yanqiao Zhu Jieyu Zhang Satyen Subramaniam Arjun R. Loomba Shichang Zhang Yizhou Sun Wei Wang ELM LRM 89 114 0 20 Jul 2023
Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models Dhruv Mullick Bilal Ghanem Alona Fyshe 77 4 0 11 Jul 2023
KoRC: Knowledge oriented Reading Comprehension Benchmark for Deep Text Understanding Zijun Yao Yantao Liu Xin Lv S. Cao Jifan Yu Lei Hou Juanzi Li 88 11 0 06 Jul 2023
Analyzing Multiple-Choice Reading and Listening Comprehension Tests Vatsal Raina Adian Liusie Mark Gales ELM 111 3 0 03 Jul 2023
InstructEval: Systematic Evaluation of Instruction Selection Methods Anirudh Ajith Chris Pan Mengzhou Xia Ameet Deshpande Karthik Narasimhan ELM 107 16 0 01 Jul 2023
Analysis of the Cambridge Multiple-Choice Questions Reading Dataset with a Focus on Candidate Response Distribution Adian Liusie Vatsal Raina Andrew Mullooly Kate Knill Mark Gales 44 5 0 22 Jun 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning Yunxiang Zhang Xiaojun Wan AILaw LRM 107 7 0 21 Jun 2023
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension Pascal Hitzler Zhuosheng Zhang Shafiq Joty AI4CE 64 6 0 21 Jun 2023
DiPlomat: A Dialogue Dataset for Situated Pragmatic Reasoning Hengli Li Songchun Zhu Zilong Zheng 56 9 0 15 Jun 2023
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation Zhouhong Gu Xiaoxuan Zhu Haoning Ye Lin Zhang Jianchen Wang ... Zili Wang Shusen Wang Weiguo Zheng Hongwei Feng Yanghua Xiao ALM ELM 152 60 0 09 Jun 2023
TIES-Merging: Resolving Interference When Merging Models Prateek Yadav Derek Tam Leshem Choshen Colin Raffel Joey Tianyi Zhou MoMe 167 319 0 02 Jun 2023
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 113 45 0 26 May 2023
Few-shot Unified Question Answering: Tuning Models or Prompts? Srijan Bansal Semih Yavuz Bo Pang Meghana Moorthy Bhat Yingbo Zhou 108 2 0 23 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 80 0 0 22 May 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 102 12 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 148 6 0 21 May 2023
Prompting with Pseudo-Code Instructions Mayank Mishra Praveen Venkateswaran Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 118 14 0 19 May 2023
The Web Can Be Your Oyster for Improving Large Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Jingyuan Wang Jian-Yun Nie Ji-Rong Wen RALM KELM 113 5 0 18 May 2023
Pre-Training to Learn in Context Yuxian Gu Li Dong Furu Wei Minlie Huang CLIP LRM ReLM 167 38 0 16 May 2023
Long-Tailed Question Answering in an Open World Yinpei Dai Hao Lang Yinhe Zheng Fei Huang Yongbin Li VLM 81 9 0 11 May 2023
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification Anni Zou Zhuosheng Zhang Hai Zhao HILM 83 6 0 10 May 2023
Unified Demonstration Retriever for In-Context Learning Xiaonan Li Kai Lv Hang Yan Tianya Lin Wei-wei Zhu Yuan Ni Guotong Xie Xiaoling Wang Xipeng Qiu RALM VPVLM 86 142 0 07 May 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness Archiki Prasad Swarnadeep Saha Xiang Zhou Joey Tianyi Zhou LRM 134 50 0 21 Apr 2023
DISTO: Evaluating Textual Distractors for Multi-Choice Questions using Negative Sampling based Approach Bilal Ghanem Alona Fyshe 69 4 0 10 Apr 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 179 64 0 26 Mar 2023
Evaluating and Improving the Coreference Capabilities of Machine Translation Models Asaf Yehudai Arie Cattan Omri Abend Gabriel Stanovsky LRM ELM 66 2 0 16 Feb 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 93 16 0 16 Feb 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 70 8 0 15 Feb 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa LRM 99 7 0 12 Feb 2023
Is Multimodal Vision Supervision Beneficial to Language? Avinash Madasu Vasudev Lal 83 4 0 10 Feb 2023
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 104 63 0 09 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 139 83 0 07 Feb 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 158 678 0 31 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 137 215 0 16 Jan 2023
ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization Weixin Liu Xuyi Chen Jiaxiang Liu Shi Feng Yu Sun Hao Tian Hua Wu 99 2 0 09 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 96 3 0 27 Dec 2022
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning O. Yu. Golovneva Moya Chen Spencer Poff Martin Corredor Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ReLM LRM 122 152 0 15 Dec 2022
VASR: Visual Analogies of Situation Recognition Yonatan Bitton Ron Yosef Eli Strugo Dafna Shahaf Roy Schwartz Gabriel Stanovsky 103 21 0 08 Dec 2022
GPT-Neo for commonsense reasoning -- a theoretical and practical lens Rohan Kashyap Vivek Kashyap Narendra C.P ReLM ELM LRM 84 7 0 28 Nov 2022
World Knowledge in Multiple Choice Reading Comprehension Adian Liusie Vatsal Raina Mark Gales 74 7 0 13 Nov 2022
EvEntS ReaLM: Event Reasoning of Entity States via Language Models Evangelia Spiliopoulou Artidoro Pagnoni Yonatan Bisk Eduard H. Hovy LRM ReLM 77 10 0 10 Nov 2022
The Legal Argument Reasoning Task in Civil Procedure Leonard Bongard Lena Held Ivan Habernal AILaw ELM 80 19 0 05 Nov 2022
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Alireza Mohammadshahi Thomas Scialom Majid Yazdani Pouya Yanki Angela Fan James Henderson Marzieh Saeidi 94 20 0 02 Nov 2022
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering Deepanway Ghosal Navonil Majumder Rada Mihalcea Soujanya Poria 110 10 0 29 Oct 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 303 25 0 28 Oct 2022
Analyzing Multi-Task Learning for Abstractive Text Summarization Frederic Kirstein Jan Philip Wahle Terry Ruas Bela Gipp 85 4 0 26 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 118 2 0 24 Oct 2022