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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
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities Hongming Zhang Xin Liu Haojie Pan Hao Ke Jiefu Ou Tianqing Fang Yangqiu Song 77 48 0 05 Apr 2021
CURIE: An Iterative Querying Approach for Reasoning About Situations Dheeraj Rajagopal Aman Madaan Niket Tandon Yiming Yang Shrimai Prabhumoye Abhilasha Ravichander Peter Clark Eduard H. Hovy ReLM LRM 66 6 0 01 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 105 140 0 24 Mar 2021
MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding Tuhin Chakrabarty Xurui Zhang Smaranda Muresan Nanyun Peng 73 70 0 11 Mar 2021
Automatic Story Generation: Challenges and Attempts Amal Alabdulkarim Siyan Li Xiangyu Peng 68 51 0 25 Feb 2021
CHARET: Character-centered Approach to Emotion Tracking in Stories Diogo S. Carvalho Joana Campos Manuel Guimarães Ana Antunes João Dias P. A. Santos 16 1 0 15 Feb 2021
Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge Zhuosheng Zhang Junlong Li Hai Zhao 79 24 0 10 Feb 2021
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge Sumithra Bhakthavatsalam Daniel Khashabi Tushar Khot Bhavana Dalvi Kyle Richardson Ashish Sabharwal Carissa Schoenick Oyvind Tafjord Peter Clark RALM AI4CE 70 66 0 05 Feb 2021
Revisiting the Prepositional-Phrase Attachment Problem Using Explicit Commonsense Knowledge Yida Xin H. Lieberman Peter Chin KELM 53 1 0 01 Feb 2021
Commonsense Knowledge Mining from Term Definitions Zhicheng Liang D. McGuinness 28 1 0 01 Feb 2021
Combining pre-trained language models and structured knowledge Pedro Colon-Hernandez Catherine Havasi Jason B. Alonso Matthew Huggins C. Breazeal KELM 84 48 0 28 Jan 2021
Dimensions of Commonsense Knowledge Filip Ilievski A. Oltramari Kaixin Ma Bin Zhang D. McGuinness Pedro A. Szekely 112 66 0 12 Jan 2021
Learning to Generate Task-Specific Adapters from Task Description Qinyuan Ye Xiang Ren 193 32 0 02 Jan 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation Yiran Xing Z. Shi Zhao Meng Gerhard Lakemeyer Yunpu Ma Roger Wattenhofer VLM 128 40 0 02 Jan 2021
Analyzing Commonsense Emergence in Few-shot Knowledge Models Jeff Da Ronan Le Bras Ximing Lu Yejin Choi Antoine Bosselut AI4MH KELM 180 41 0 01 Jan 2021
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge Tianqing Fang Hongming Zhang Weiqi Wang Yangqiu Song Bin He 120 48 0 01 Jan 2021
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences Denis Emelin Ronan Le Bras Jena D. Hwang Maxwell Forbes Yejin Choi LRM 118 135 0 31 Dec 2020
CoCoLM: COmplex COmmonsense Enhanced Language Model with Discourse Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng 117 21 0 31 Dec 2020
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 64 9 0 24 Dec 2020
Can Transformers Reason About Effects of Actions? Pratyay Banerjee Chitta Baral Man Luo Arindam Mitra Kuntal Kumar Pal Tran Cao Son Neeraj Varshney LRM AI4CE 79 10 0 17 Dec 2020
Writing Polishment with Simile: Task, Dataset and A Neural Approach Jiayi Zhang Zhi Cui Xiaoqiang Xia Yalong Guo Yanran Li Chen Wei Jianwei Cui 71 18 0 15 Dec 2020
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision Faeze Brahman Vered Shwartz Rachel Rudinger Yejin Choi LRM 98 42 0 14 Dec 2020
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 94 36 0 14 Dec 2020
Playing Text-Based Games with Common Sense Sahith N. Dambekodi Spencer Frazier Prithviraj Ammanabrolu Mark O. Riedl LLMAG 64 25 0 04 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 67 439 0 02 Dec 2020
NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases Tara Safavi Jing Zhu Danai Koutra 114 13 0 15 Nov 2020
Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping Adithyavairavan Murali Weiyu Liu Kenneth Marino Sonia Chernova Abhinav Gupta 72 62 0 12 Nov 2020
A Dataset for Tracking Entities in Open Domain Procedural Text Niket Tandon Keisuke Sakaguchi Bhavana Dalvi Dheeraj Rajagopal Peter Clark Michal Guerquin Kyle Richardson Eduard H. Hovy 62 49 0 31 Oct 2020
"where is this relationship going?": Understanding Relationship Trajectories in Narrative Text Keen You Dan Goldwasser 110 5 0 29 Oct 2020
DualTKB: A Dual Learning Bridge between Text and Knowledge Base Pierre Dognin Igor Melnyk Inkit Padhi Cicero Nogueira dos Santos Payel Das 56 14 0 27 Oct 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 308 37 0 24 Oct 2020
Constructing Taxonomies from Pretrained Language Models Catherine Chen Kevin Lin Dan Klein 132 33 0 24 Oct 2020
EIGEN: Event Influence GENeration using Pre-trained Language Models Aman Madaan Dheeraj Rajagopal Yiming Yang Abhilasha Ravichander Eduard H. Hovy Shrimai Prabhumoye 69 13 0 22 Oct 2020
Neural Language Modeling for Contextualized Temporal Graph Generation Aman Madaan Yiming Yang 104 20 0 20 Oct 2020
Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models Peter West Ximing Lu Ari Holtzman Chandra Bhagavatula Jena D. Hwang Yejin Choi OffRL 59 13 0 16 Oct 2020
Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman Snigdha Chaturvedi 78 50 0 14 Oct 2020
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion Ankur Goswami Akshata Bhat Hadar Ohana Theodoros Rekatsinas ReLM 59 17 0 14 Oct 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jeff Da Keisuke Sakaguchi Antoine Bosselut Yejin Choi 110 415 0 12 Oct 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin Vered Shwartz Peter West Chandra Bhagavatula Jena D. Hwang Ronan Le Bras Antoine Bosselut Yejin Choi OffRL LRM 170 80 0 12 Oct 2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling Rajat Patel Francis Ferraro 38 1 0 12 Oct 2020
Social Commonsense Reasoning with Multi-Head Knowledge Attention Debjit Paul Anette Frank LRM 39 19 0 12 Oct 2020
Case Study: Deontological Ethics in NLP Shrimai Prabhumoye Brendon Boldt Ruslan Salakhutdinov A. Black AILaw 71 29 0 09 Oct 2020
Inductive Entity Representations from Text via Link Prediction Daniel Daza Michael Cochez Paul T. Groth 95 113 0 07 Oct 2020
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions Bodhisattwa Prasad Majumder Harsh Jhamtani Taylor Berg-Kirkpatrick Julian McAuley 88 85 0 07 Oct 2020
COD3S: Diverse Generation with Discrete Semantic Signatures Nathaniel Weir João Sedoc Benjamin Van Durme 60 14 0 06 Oct 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations Deepanway Ghosal Navonil Majumder Alexander Gelbukh Rada Mihalcea Soujanya Poria 136 322 0 06 Oct 2020
Paragraph-level Commonsense Transformers with Recurrent Memory Saadia Gabriel Chandra Bhagavatula Vered Shwartz Ronan Le Bras Maxwell Forbes Yejin Choi LRM 102 40 0 04 Oct 2020
MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models Peng Xu M. Patwary Mohammad Shoeybi Raul Puri Pascale Fung Anima Anandkumar Bryan Catanzaro 92 128 0 02 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 121 44 0 01 Oct 2020
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths Haozhe Ji Pei Ke Shaohan Huang Furu Wei Minlie Huang ReLM LRM 73 24 0 24 Sep 2020