COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

12 October 2020

Keisuke Sakaguchi

Yejin Choi

Papers citing "COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs"

47 / 97 papers shown

Title
DiscoSense: Commonsense Reasoning with Discourse Connectives Prajjwal Bhargava Vincent Ng LRM 200 4 0 22 Oct 2022
SafeText: A Benchmark for Exploring Physical Safety in Language Models Sharon Levy Emily Allaway Melanie Subbiah Lydia B. Chilton D. Patton Kathleen McKeown William Yang Wang 59 40 0 18 Oct 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population Tianqing Fang Quyet V. Do Hongming Zhang Yangqiu Song Ginny Wong Simon See LRM 25 11 0 14 Oct 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Ying Su Zihao Wang Tianqing Fang Hongming Zhang Yangqiu Song Tong Zhang 37 15 0 14 Oct 2022
Non-Axiomatic Term Logic: A Computational Theory of Cognitive Symbolic Reasoning Kotaro Funakoshi NAI 21 1 0 12 Oct 2022
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning Hui-Chi Kuo Yun-Nung Chen 21 9 0 12 Oct 2022
Zero-shot Active Visual Search (ZAVIS): Intelligent Object Search for Robotic Assistants Jeongeun Park Taerim Yoon Jejoon Hong Youngjae Yu Matthew K. X. J. Pan Sungjoon Choi 46 13 0 19 Sep 2022
COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities Yuqiang Xie Yue Hu Wei Peng Guanqun Bi Luxi Xing 32 6 0 14 Sep 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization Seungone Kim Se June Joo Hyungjoo Chae Chaehyeong Kim Seung-won Hwang Jinyoung Yeo 26 20 0 02 Sep 2022
PInKS: Preconditioned Commonsense Inference with Minimal Supervision Ehsan Qasemi Piyush Khanna Qiang Ning Muhao Chen ReLM LRM 30 8 0 16 Jun 2022
Penguins Don't Fly: Reasoning about Generics through Instantiations and Exceptions Emily Allaway Jena D. Hwang Chandra Bhagavatula Kathleen McKeown Doug Downey Yejin Choi LRM 44 20 0 23 May 2022
Super-Prompting: Utilizing Model-Independent Contextual Data to Reduce Data Annotation Required in Visual Commonsense Tasks Navid Rezaei Marek Reformat VLM 17 2 0 25 Apr 2022
C3KG: A Chinese Commonsense Conversation Knowledge Graph Dawei Li Yanran Li Jiayi Zhang K. Li Chen Wei Jianwei Cui Bin Wang 27 14 0 06 Apr 2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues Deepanway Ghosal Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 35 51 0 25 Mar 2022
Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering Jun Gao Wei Wang Changlong Yu Huan Zhao Wilfred Ng Ruifeng Xu SSL DRL 21 25 0 15 Mar 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification Yucheng Zhou Tao Shen Xiubo Geng Guodong Long Daxin Jiang 34 57 0 04 Mar 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 51 62 0 28 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 42 17 0 18 Jan 2022
COPA-SSE: Semi-structured Explanations for Commonsense Reasoning Ana Brassard Benjamin Heinzerling Pride Kavumba Kentaro Inui FAtt LRM 24 10 0 18 Jan 2022
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 32 1 0 17 Dec 2021
Knowledge-Augmented Language Models for Cause-Effect Relation Classification Pedram Hosseini David A. Broniatowski Mona T. Diab CML 23 18 0 16 Dec 2021
Guiding Neural Story Generation with Reader Models Xiangyu Peng Kaige Xie Amal Alabdulkarim Harshith Kayam Samihan Dani Mark O. Riedl 39 18 0 16 Dec 2021
ValueNet: A New Dataset for Human Value Driven Dialogue System Liang Qiu Yizhou Zhao Jinchao Li Pan Lu Baolin Peng Jianfeng Gao Song-Chun Zhu 30 35 0 12 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 254 55 0 06 Dec 2021
Refined Commonsense Knowledge from Large-Scale Web Contents Tuan-Phong Nguyen Simon Razniewski Julien Romero Gerhard Weikum 39 32 0 30 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 83 1,039 0 01 Nov 2021
Open Rule Induction Wanyun Cui Xingran Chen AI4TS AI4CE 33 4 0 26 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 39 41 0 16 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 54 323 0 14 Oct 2021
Commonsense Knowledge in Word Associations and ConceptNet Chunhua Liu Trevor Cohn Lea Frermann 35 7 0 20 Sep 2021
Language Models as a Knowledge Source for Cognitive Agents R. Wray James R. Kirk John E. Laird 27 15 0 17 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 30 31 0 16 Sep 2021
SituatedQA: Incorporating Extra-Linguistic Contexts into QA Michael J.Q. Zhang Eunsol Choi RALM 34 137 0 13 Sep 2021
CEM: Commonsense-aware Empathetic Response Generation Sahand Sabour Chujie Zheng Minlie Huang 28 149 0 13 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 22 6 0 06 Sep 2021
It's not Rocket Science : Interpreting Figurative Language in Narratives Tuhin Chakrabarty Yejin Choi Vered Shwartz 22 55 0 31 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
Do Language Models Perform Generalizable Commonsense Inference? Peifeng Wang Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 25 19 0 22 Jun 2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning Deepanway Ghosal Pengfei Hong Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 55 22 0 01 Jun 2021
Inferring the Reader: Guiding Automated Story Generation with Commonsense Reasoning Xiangyu Peng Siyan Li Sarah Wiegreffe Mark O. Riedl LRM 50 38 0 04 May 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction Ian Porada Kaheer Suleman Adam Trischler Jackie C.K. Cheung 113 19 0 20 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 270 33 0 18 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 40 51 0 12 Apr 2021
Analyzing Commonsense Emergence in Few-shot Knowledge Models Jeff Da Ronan Le Bras Ximing Lu Yejin Choi Antoine Bosselut AI4MH KELM 69 40 0 01 Jan 2021
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge Tianqing Fang Hongming Zhang Weiqi Wang Yangqiu Song Bin He 38 46 0 01 Jan 2021
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng 72 21 0 31 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 456 2,592 0 03 Sep 2019