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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"

50 / 88 papers shown

Title
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs Tianqing Fang Zeming Chen Yangqiu Song Antoine Bosselut ReLM LRM 67 14 0 12 Mar 2024
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning Weiqi Wang Tianqing Fang Chunyang Li Haochen Shi Wenxuan Ding ... Jiaxin Bai Xin Liu Cheng Jiayang Chunkit Chan Yangqiu Song LRM 53 32 0 14 Jan 2024
Do PLMs Know and Understand Ontological Knowledge? Weiqi Wu Chengyue Jiang Yong Jiang Pengjun Xie Kewei Tu 87 27 0 12 Sep 2023
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering Jie He U. SimonChiLok Víctor Gutiérrez-Basulto Jeff Z. Pan 162 10 0 25 May 2023
CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering Weiqi Wang Tianqing Fang Wenxuan Ding Baixuan Xu Xin Liu Yangqiu Song Antoine Bosselut ReLM LRM 58 43 0 24 May 2023
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning Weiqi Wang Tianqing Fang Baixuan Xu Chun Yi Louis Bo Yangqiu Song Lei Chen ReLM LRM 62 37 0 08 May 2023
PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives Silin Gao Beatriz Borges B. Su Stan N. Finkelstein Saya Kanno Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut 98 19 0 03 May 2023
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization Hyunwoo J. Kim Jack Hessel Liwei Jiang Peter West Ximing Lu ... Ronan Le Bras Malihe Alikhani Gunhee Kim Maarten Sap Yejin Choi HILM 118 169 0 20 Dec 2022
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation Chandra Bhagavatula Jena D. Hwang Doug Downey Ronan Le Bras Ximing Lu Lianhui Qin Keisuke Sakaguchi Swabha Swayamdipta Peter West Yejin Choi 89 34 0 19 Dec 2022
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery Changlong Yu Weiqi Wang Xin Liu Jiaxin Bai Yangqiu Song Zheng Li Yifan Gao Tianyu Cao Bing Yin 87 24 0 15 Nov 2022
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 81 25 0 08 Nov 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge Silin Gao Jena D. Hwang Saya Kanno Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut HILM 89 16 0 23 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 65 15 0 14 Oct 2022
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning Yu Jin Kim Beong-woo Kwak Youngwook Kim Reinald Kim Amplayo Seung-won Hwang Jinyoung Yeo LRM 64 14 0 08 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 78 20 0 23 May 2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues Deepanway Ghosal Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 105 54 0 25 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 897 13,228 0 04 Mar 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 55 27 0 01 Jan 2022
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 196 1,209 0 18 Nov 2021
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection Maarten Sap Swabha Swayamdipta Laura Vianna Xuhui Zhou Yejin Choi Noah A. Smith 96 283 0 15 Nov 2021
The World of an Octopus: How Reporting Bias Influences a Language Model's Perception of Color Cory Paik Stéphane Aroca-Ouellette Alessandro Roncone Katharina Kann 60 34 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 114 332 0 14 Oct 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 68 32 0 16 Sep 2021
Fine-grained Entity Typing via Label Reasoning Qing Liu Hongyu Lin Xinyan Xiao Xianpei Han Le Sun Hua Wu LRM 78 28 0 13 Sep 2021
CEM: Commonsense-aware Empathetic Response Generation Sahand Sabour Chujie Zheng Minlie Huang 86 152 0 13 Sep 2021
Do Language Models Perform Generalizable Commonsense Inference? Peifeng Wang Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 43 19 0 22 Jun 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network Justin Lovelace Denis R. Newman-Griffis Shikhar Vashishth J. Lehman Carolyn Rose OffRL 64 33 0 11 Jun 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model Hongliang Dai Yangqiu Song Haixun Wang 65 55 0 08 Jun 2021
Neural-Symbolic Commonsense Reasoner with Relation Predictors Farhad Moghimifar Zhuang Li Terry Yue Zhuo Gholamreza Haffari Mahsa Baktashmotlagh ReLM NAI LRM 62 11 0 14 May 2021
Modeling Event Plausibility with Consistent Conceptual Abstraction Ian Porada Kaheer Suleman Adam Trischler Jackie C.K. Cheung 141 20 0 20 Apr 2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall Zexuan Zhong Dan Friedman Danqi Chen 56 412 0 12 Apr 2021
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 60 48 0 05 Apr 2021
Common Sense Knowledge, Ontology and Text Mining for Implicit Requirements Onyeka Emebo A. Varde O. Daramola 31 8 0 21 Mar 2021
Dimensions of Commonsense Knowledge Filip Ilievski A. Oltramari Kaixin Ma Bin Zhang D. McGuinness Pedro A. Szekely 112 66 0 12 Jan 2021
Modeling Fine-Grained Entity Types with Box Embeddings Yasumasa Onoe Michael Boratko Andrew McCallum Greg Durrett OCL 86 67 0 02 Jan 2021
DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge Tianqing Fang Hongming Zhang Weiqi Wang Yangqiu Song Bin He 109 48 0 01 Jan 2021
CSKG: The CommonSense Knowledge Graph Filip Ilievski Pedro A. Szekely Bin Zhang 85 89 0 21 Dec 2020
Social Chemistry 101: Learning to Reason about Social and Moral Norms Maxwell Forbes Jena D. Hwang Vered Shwartz Maarten Sap Yejin Choi 65 271 0 01 Nov 2020
AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts Taylor Shin Yasaman Razeghi Robert L Logan IV Eric Wallace Sameer Singh KELM 89 405 0 29 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 77 414 0 12 Oct 2020
Paragraph-level Commonsense Transformers with Recurrent Memory Saadia Gabriel Chandra Bhagavatula Vered Shwartz Ronan Le Bras Maxwell Forbes Yejin Choi LRM 88 40 0 04 Oct 2020
Inductive Learning on Commonsense Knowledge Graph Completion Bin Wang Guangtao Wang Jing Huang Jiaxuan You J. Leskovec C.-C. Jay Kuo 73 42 0 19 Sep 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations N. Mostafazadeh Aditya Kalyanpur Lori Moon David W. Buchanan Lauren Berkowitz Or Biran Jennifer Chu-Carroll 139 121 0 16 Sep 2020
Commonsense Knowledge in Wikidata Filip Ilievski Pedro A. Szekely D. Schwabe CML KELM 45 18 0 18 Aug 2020
Commonsense Knowledge Graph Reasoning by Selection or Generation? Why? Cunxiang Wang Jinhang Wu Luxin Liu Yue Zhang CML 42 5 0 13 Aug 2020
Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations Changlong Yu Hongming Zhang Yangqiu Song Wilfred Ng Lifeng Shang 44 12 0 21 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 905 42,520 0 28 May 2020
Harvesting and Refining Question-Answer Pairs for Unsupervised QA Zhongli Li Wenhui Wang Li Dong Furu Wei Ke Xu 62 40 0 06 May 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Daniel E. Ho Jay Pujara Xiang Ren ReLM 92 37 0 02 May 2020
GenericsKB: A Knowledge Base of Generic Statements Sumithra Bhakthavatsalam Chloe Anastasiades Peter Clark 52 70 0 02 May 2020