v1v2v3 (latest)

Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements

5 May 2023

Yejin Choi

Papers citing "Vera: A General-Purpose Plausibility Estimation Model for Commonsense Statements"

36 / 36 papers shown

Title
Is a Peeled Apple Still Red? Evaluating LLMs' Ability for Conceptual Combination with Property Type Seokwon Song Taehyun Lee Jaewoo Ahn Jae Hyuk Sung Gunhee Kim CoGe 153 1 0 10 Feb 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty Qing Zong Zhaoxiang Wang Tianshi Zheng Xiyu Ren Yangqiu Song 145 3 0 28 Dec 2024
Intention Knowledge Graph Construction for User Intention Relation Modeling Jiaxin Bai Zhaoxiang Wang Junfei Cheng Dan Yu Zerui Huang ... Xin Liu Chen Luo Yanming Zhu Yinlin Zhu Yangqiu Song 165 3 0 16 Dec 2024
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension Junzhuo Liu Xiaohu Yang Weiwei Li Peng Wang ObjD 114 5 0 23 Sep 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset Weiqi Wang Yangqiu Song LRM 118 10 0 04 Jun 2024
Benchmarks for Automated Commonsense Reasoning: A Survey E. Davis ELM LRM 57 62 0 09 Feb 2023
Natural Language Deduction with Incomplete Information Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 69 17 0 01 Nov 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning Oyvind Tafjord Bhavana Dalvi Peter Clark ReLM KELM LRM 125 54 0 21 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 194 3,146 0 20 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 83 60 0 06 Oct 2022
Language Models (Mostly) Know What They Know Saurav Kadavath Tom Conerly Amanda Askell T. Henighan Dawn Drain ... Nicholas Joseph Benjamin Mann Sam McCandlish C. Olah Jared Kaplan ELM 122 826 0 11 Jul 2022
Generating Natural Language Proofs with Verifier-Guided Search Kaiyu Yang Jia Deng Danqi Chen LRM 94 72 0 25 May 2022
Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations Jaehun Jung Lianhui Qin Sean Welleck Faeze Brahman Chandra Bhagavatula Ronan Le Bras Yejin Choi ReLM LRM 271 196 0 24 May 2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals Xiao Liu Da Yin Yansong Feng Dongyan Zhao LRM 64 46 0 15 Mar 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 79 67 0 23 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 820 9,576 0 28 Jan 2022
Natural Language Deduction through Search over Statement Compositions Kaj Bostrom Zayne Sprague Swarat Chaudhuri Greg Durrett ReLM LRM 92 46 0 16 Jan 2022
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation Alisa Liu Swabha Swayamdipta Noah A. Smith Yejin Choi 155 221 0 16 Jan 2022
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 130 325 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 107 332 0 14 Oct 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 58 60 0 06 Sep 2021
CREAK: A Dataset for Commonsense Reasoning over Entity Knowledge Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett HILM 87 87 0 03 Sep 2021
PROST: Physical Reasoning of Objects through Space and Time Stéphane Aroca-Ouellette Cory Paik Alessandro Roncone Katharina Kann LRM 57 49 0 07 Jun 2021
COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences Shikhar Singh Nuan Wen Yu Hou Pegah Alipoormolabashi Te-Lin Wu Xuezhe Ma Nanyun Peng LRM 70 59 0 02 Jun 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 87 140 0 24 Mar 2021
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 75 411 0 12 Oct 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 143 741 0 02 May 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin Seyeon Lee Rahul Khanna Xiang Ren AIMat 65 158 0 02 May 2020
Fact or Fiction: Verifying Scientific Claims David Wadden Shanchuan Lin Kyle Lo Lucy Lu Wang Madeleine van Zuylen Arman Cohan Hannaneh Hajishirzi HAI 142 459 0 30 Apr 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 154 4,566 0 23 Apr 2020
Abductive Commonsense Reasoning Chandra Bhagavatula Ronan Le Bras Chaitanya Malaviya Keisuke Sakaguchi Ari Holtzman Hannah Rashkin Doug Downey Scott Yih Yejin Choi ReLM LRM 78 463 0 15 Aug 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 671 24,528 0 26 Jul 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 140 1,744 0 02 Nov 2018
FEVER: a large-scale dataset for Fact Extraction and VERification James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 151 1,665 0 14 Mar 2018
Ordinal Common-sense Inference Sheng Zhang Rachel Rudinger Kevin Duh Benjamin Van Durme LRM 58 121 0 02 Nov 2016
A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories N. Mostafazadeh Nathanael Chambers Xiaodong He Devi Parikh Dhruv Batra Lucy Vanderwende Pushmeet Kohli James F. Allen 137 712 0 06 Apr 2016