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Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization

3 June 2022

Papers citing "Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization"

38 / 88 papers shown

Title
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 69 65 0 01 May 2020
TransOMCS: From Linguistic Graphs to Commonsense Knowledge Hongming Zhang Daniel Khashabi Yangqiu Song Dan Roth 56 94 0 01 May 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 75 63 0 29 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 68 263 0 11 Apr 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 300 2,005 0 02 Feb 2020
A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation Jian Guan Fei Huang Zhihao Zhao Xiaoyan Zhu Minlie Huang LRM SyDa 70 250 0 15 Jan 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 149 1,412 0 28 Nov 2019
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 192 1,847 0 26 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 76 324 0 08 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 266 10,880 0 29 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations Jeff Da Jungo Kasai LRM 67 41 0 02 Oct 2019
Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder Li Du Xiao Ding Ting Liu Zhongyang Li BDL DRL 113 16 0 19 Sep 2019
KG-BERT: BERT for Knowledge Graph Completion Liang Yao Chengsheng Mao Yuan Luo SLR 84 594 0 07 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 86 464 0 04 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 587 2,680 0 03 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 98 331 0 02 Sep 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge Luyao Huang Chi Sun Xipeng Qiu Xuanjing Huang 54 243 0 20 Aug 2019
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 90 463 0 15 Aug 2019
Do Neural Language Representations Learn Physical Commonsense? Maxwell Forbes Ari Holtzman Yejin Choi NAI LRM AI4CE 58 110 0 08 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 100 608 0 31 Jul 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
ELG: An Event Logic Graph Xiao Ding Zhongyang Li Ting Liu Kuo Liao 57 40 0 18 Jul 2019
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 914 0 12 Jun 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 92 163 0 01 May 2019
Deep Short Text Classification with Knowledge Powered Attention Jindong Chen Yizhou Hu Jingping Liu Yanghua Xiao Haiyun Jiang 66 140 0 21 Feb 2019
Differentiating Concepts and Instances for Knowledge Graph Embedding Xin Lv Lei Hou Juan-Zi Li Zhiyuan Liu 79 90 0 12 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 151 1,754 0 02 Nov 2018
Incorporating Structured Commonsense Knowledge in Story Completion Jiaao Chen Jianshu Chen Zhou Yu 74 69 0 01 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Ultra-Fine Entity Typing Eunsol Choi Omer Levy Yejin Choi Luke Zettlemoyer AI4TS 67 211 0 13 Jul 2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions Hannah Rashkin Maarten Sap Emily Allaway Noah A. Smith Yejin Choi 68 195 0 17 May 2018
Constructing Narrative Event Evolutionary Graph for Script Event Prediction Zhongyang Li Xiao Ding Ting Liu 89 195 0 14 May 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations Qiang Ning Hao Wu Dan Roth 80 172 0 20 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 1.1K 7,201 0 20 Apr 2018
Representing Verbs as Argument Concepts Yue Gong K. Zhao Kenny Q. Zhu SSeg OCL 48 17 0 02 Mar 2018
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 226 2,910 0 12 Dec 2016
Wikipedia-based Semantic Interpretation for Natural Language Processing E. Gabrilovich Shaul Markovitch 55 427 0 15 Jan 2014