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COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

12 June 2019

Hannah Rashkin

Yejin Choi

Papers citing "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction"

50 / 505 papers shown

Title
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 109 231 0 21 Jan 2022
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation Li Lin Yixin Cao Lifu Huang Shuang Li Xuming Hu Lijie Wen Jianmin Wang AI4TS 79 16 0 18 Jan 2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering A. Oltramari Jonathan M Francis Filip Ilievski Kaixin Ma Roshanak Mirzaee NAI 88 8 0 17 Jan 2022
Multi-task Pre-training Language Model for Semantic Network Completion Da Li Sen Yang Kele Xu Ming Yi Yukai He Huaimin Wang 99 33 0 13 Jan 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 58 27 0 01 Jan 2022
Materialized Knowledge Bases from Commonsense Transformers Shrestha Ghosh Simon Razniewski 70 6 0 29 Dec 2021
What do Large Language Models Learn about Scripts? Abhilasha Sancheti Rachel Rudinger 74 22 0 27 Dec 2021
ArT: All-round Thinker for Unsupervised Commonsense Question-Answering Jiawei Wang Hai Zhao LLMAG LRM 85 3 0 26 Dec 2021
Toward a New Science of Common Sense R. Brachman H. Levesque 51 11 0 23 Dec 2021
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer Shimin Li Hang Yan Xipeng Qiu 81 86 0 21 Dec 2021
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 134 49 0 18 Dec 2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 76 1 0 17 Dec 2021
Guiding Neural Story Generation with Reader Models Xiangyu Peng Kaige Xie Amal Alabdulkarim Harshith Kayam Samihan Dani Mark O. Riedl 83 19 0 16 Dec 2021
Goal-Directed Story Generation: Augmenting Generative Language Models with Reinforcement Learning Amal Alabdulkarim W. Li Lara J. Martin Mark O. Riedl 81 23 0 16 Dec 2021
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge Ian Porada Alessandro Sordoni Jackie C.K. Cheung 52 8 0 16 Dec 2021
Contextualized Scene Imagination for Generative Commonsense Reasoning Peifeng Wang Jonathan Zamora Junfeng Liu Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 101 16 0 12 Dec 2021
Automated Story Generation as Question-Answering Louis Castricato Spencer Frazier John C. Balloch Nitya Tarakad Mark O. Riedl 64 6 0 07 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 329 59 0 06 Dec 2021
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 87 2 0 01 Dec 2021
Refined Commonsense Knowledge from Large-Scale Web Contents Shrestha Ghosh Simon Razniewski Julien Romero Gerhard Weikum 86 32 0 30 Nov 2021
Common Sense Knowledge Learning for Open Vocabulary Neural Reasoning: A First View into Chronic Disease Literature Ignacio Arroyo-Fernández José Armando Sánchez-Rojas Arturo Tellez-Velázquez Flavio Juárez-Martínez Raúl Cruz-Barbosa Enrique Guzmán-Ramírez Yalbi Itzel Balderas-Martínez LRM 14 0 0 27 Nov 2021
Solving Probability and Statistics Problems by Program Synthesis Leonard Tang Elizabeth Ke Nikhil Singh Nakul Verma Iddo Drori 59 15 0 16 Nov 2021
A Survey on Neural-symbolic Learning Systems Dongran Yu Bo Yang Da Liu Hui Wang Shirui Pan 93 61 0 10 Nov 2021
On Semantic Cognition, Inductive Generalization, and Language Models Kanishka Misra LRM AI4CE 49 3 0 04 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 197 1,100 0 01 Nov 2021
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 101 59 0 31 Oct 2021
Template Filling for Controllable Commonsense Reasoning Dheeraj Rajagopal Vivek Khetan Bogdan Sacaleanu A. Gershman Andy E. Fano Eduard H. Hovy BDL LRM 69 7 0 31 Oct 2021
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey Enrica Troiano Aswathy Velutharambath Roman Klinger 131 9 0 29 Oct 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario Cencheng Shen Niket Tandon Ha Trinh Peter Clark Yiming Yang Eduard H. Hovy LRM ReLM 102 31 0 24 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 97 47 0 20 Oct 2021
Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation Pei Zhou Karthik Gopalakrishnan Behnam Hedayatnia Seokhwan Kim Jay Pujara Xiang Ren Yang Liu Dilek Z. Hakkani-Tür 111 41 0 16 Oct 2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey Xiaokai Wei Shen Wang Dejiao Zhang Parminder Bhatia Andrew O. Arnold KELM 93 46 0 16 Oct 2021
Prix-LM: Pretraining for Multilingual Knowledge Base Construction Wenxuan Zhou Fangyu Liu Ivan Vulić Nigel Collier Muhao Chen KELM 129 19 0 16 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 147 326 0 15 Oct 2021
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models Peter West Chandrasekhar Bhagavatula Jack Hessel Jena D. Hwang Liwei Jiang Ronan Le Bras Ximing Lu Sean Welleck Yejin Choi SyDa 143 333 0 14 Oct 2021
EventBERT: A Pre-Trained Model for Event Correlation Reasoning Yucheng Zhou Xiubo Geng Tao Shen Guodong Long Daxin Jiang 103 50 0 13 Oct 2021
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin Julius von Kügelgen Jingwei Ni Tejas Vaidhya Ayush Kaushal Mrinmaya Sachan Bernhard Schoelkopf CML 105 32 0 07 Oct 2021
GNN is a Counter? Revisiting GNN for Question Answering Kuan-Chieh Wang Yuyu Zhang Diyi Yang Le Song Tao Qin LMTD 74 31 0 07 Oct 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning Christopher Rytting David Wingate AI4CE LRM 79 27 0 05 Oct 2021
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs Harsh Jhamtani Varun Gangal Eduard H. Hovy Taylor Berg-Kirkpatrick 70 21 0 01 Oct 2021
A Survey of Knowledge Enhanced Pre-trained Models Jian Yang Xinyu Hu Gang Xiao Yulong Shen KELM 88 6 0 01 Oct 2021
Extracting and Inferring Personal Attributes from Dialogue Zhilin Wang Xuhui Zhou Rik Koncel-Kedziorski Alex Marin Fei Xia 85 15 0 26 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 72 22 0 21 Sep 2021
Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation Yunlong Wang Priyadarshini Venkatesh Brian Y. Lim 137 21 0 21 Sep 2021
Does Commonsense help in detecting Sarcasm? Somnath Basu Roy Chowdhury Snigdha Chaturvedi 46 10 0 17 Sep 2021
Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules Forough Arabshahi Jennifer Lee Antoine Bosselut Yejin Choi Tom Michael Mitchell LRM 80 17 0 17 Sep 2021
Language Models as a Knowledge Source for Cognitive Agents R. Wray James R. Kirk John E. Laird 57 15 0 17 Sep 2021
A Bag of Tricks for Dialogue Summarization Muhammad Khalifa Miguel Ballesteros Kathleen McKeown 133 28 0 16 Sep 2021
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings Hendrik Schuff Hsiu-yu Yang Heike Adel Ngoc Thang Vu ELM ReLM LRM 62 13 0 16 Sep 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset Tianqing Fang Weiqi Wang Sehyun Choi Shibo Hao Hongming Zhang Yangqiu Song Bin He 82 32 0 16 Sep 2021