A Systematic Investigation of Commonsense Knowledge in Large Language Models

31 October 2021

Xiang Lorraine Li

A. Kuncoro

Jordan Hoffmann

Cyprien de Masson dÁutume

Papers citing "A Systematic Investigation of Commonsense Knowledge in Large Language Models"

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Title
Empirically evaluating commonsense intelligence in large language models with large-scale human judgments Tuan Dung Nguyen Duncan J. Watts Mark E. Whiting ELM 40 1 0 15 May 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 65 0 0 02 May 2025
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization I. Gevers Victor De Marez Luna De Bruyne Walter Daelemans 44 0 0 31 Mar 2025
Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders Y A Rouzoumka E Terreaux C. Morisseau J. Ovarlez C. Ren 61 2 0 06 Mar 2025
Shades of Zero: Distinguishing Impossibility from Inconceivability Jennifer Hu Felix Sosa T. Ullman 56 0 0 27 Feb 2025
Zero-Shot Commonsense Validation and Reasoning with Large Language Models: An Evaluation on SemEval-2020 Task 4 Dataset Rawand Alfugaha Mohammad AL-Smadi LRM ELM 44 0 0 19 Feb 2025
GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning Zhisheng Tang Mayank Kejriwal LRM 68 3 0 20 Jan 2025
Multi-Agent Planning Using Visual Language Models Michele Brienza F. Argenziano Vincenzo Suriani D. Bloisi Daniele Nardi LM&Ro LLMAG 75 4 0 31 Dec 2024
Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting Mohamed Salim Aissi Clément Romac Thomas Carta Sylvain Lamprier Pierre-Yves Oudeyer Olivier Sigaud Laure Soulier Nicolas Thome 44 2 0 25 Oct 2024
ActionCOMET: A Zero-shot Approach to Learn Image-specific Commonsense Concepts about Actions Shailaja Keyur Sampat Yezhou Yang Chitta Baral LM&Ro 40 0 0 17 Oct 2024
Insight Over Sight? Exploring the Vision-Knowledge Conflicts in Multimodal LLMs Xiaoyuan Liu Wenxuan Wang Youliang Yuan Jen-tse Huang Qiuzhi Liu Pinjia He Zhaopeng Tu 290 1 0 10 Oct 2024
Forecasting Live Chat Intent from Browsing History Se-eun Yoon Ahmad Bin Rabiah Zaid Alibadi Surya Kallumadi Julian McAuley AI4TS 44 1 0 07 Aug 2024
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective Huu Tan Mai Cuong Xuan Chu Heiko Paulheim 41 6 0 29 Jul 2024
Protecting Privacy in Classifiers by Token Manipulation Reém Harel Yair Elboher Yuval Pinter 32 1 0 01 Jul 2024
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models Xianzheng Ma Yash Bhalgat Brandon Smart Shuai Chen Xinghui Li ... Matthias Nießner Ian D Reid Angel X. Chang Iro Laina V. Prisacariu LRM 42 13 0 16 May 2024
Human-AI Safety: A Descendant of Generative AI and Control Systems Safety Andrea V. Bajcsy J. F. Fisac 48 7 0 16 May 2024
Contextual Emotion Recognition using Large Vision Language Models Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim VLM 73 3 0 14 May 2024
A Framework for Leveraging Human Computation Gaming to Enhance Knowledge Graphs for Accuracy Critical Generative AI Applications Stephanie Buongiorno Corey Clark 48 0 0 30 Apr 2024
PANGeA: Procedural Artificial Narrative using Generative AI for Turn-Based Video Games Stephanie Buongiorno Lawrence J. Klinkert Tanishq Chawla Zixin Zhuang Corey Clark LLMAG 34 6 0 30 Apr 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models Wenshan Wu Shaoguang Mao Yadong Zhang Yan Xia Li Dong Lei Cui Furu Wei LRM 56 23 0 04 Apr 2024
A Survey of Optimization-based Task and Motion Planning: From Classical To Learning Approaches Zhigen Zhao Shuo Cheng Yan Ding Ziyi Zhou Shiqi Zhang Danfei Xu Ye Zhao 51 22 0 03 Apr 2024
Large Multimodal Agents: A Survey Junlin Xie Zhihong Chen Ruifei Zhang Xiang Wan Guanbin Li LM&Ro LLMAG 52 41 0 23 Feb 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? Ning Bian Xianpei Han Hongyu Lin Yaojie Lu Xianpei Han Le Sun 55 1 0 22 Feb 2024
An Evaluation of Large Language Models in Bioinformatics Research Hengchuang Yin Zhonghui Gu Fanhao Wang Yiparemu Abuduhaibaier Yanqiao Zhu Xinming Tu Xian-Sheng Hua Xiao Luo Yizhou Sun LM&MA 47 8 0 21 Feb 2024
A Comprehensive Study of Knowledge Editing for Large Language Models Ningyu Zhang Yunzhi Yao Bo Tian Peng Wang Shumin Deng ... Lei Liang Qing Cui Xiao-Jun Zhu Jun Zhou Huajun Chen KELM 55 80 0 02 Jan 2024
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception Yuncheng Huang Qi He Jiaqing Liang Sihang Jiang Yanghua Xiao Yunwen Chen LRM 70 2 0 29 Dec 2023
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? Tannon Kew Florian Schottmann Rico Sennrich LRM 48 37 0 20 Dec 2023
CPopQA: Ranking Cultural Concept Popularity by LLMs Ming Jiang Mansi Joshi 50 6 0 14 Nov 2023
In-Context Exemplars as Clues to Retrieving from Large Associative Memory Jiachen Zhao 23 7 0 06 Nov 2023
HARE: Explainable Hate Speech Detection with Step-by-Step Reasoning Yongjin Yang Joonkee Kim Yujin Kim Namgyu Ho James Thorne Se-Young Yun 37 21 0 01 Nov 2023
Emotional Theory of Mind: Bridging Fast Visual Processing with Slow Linguistic Reasoning Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim 50 2 0 30 Oct 2023
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models Mengkang Hu Yao Mu Xinmiao Yu Mingyu Ding Shiguang Wu Wenqi Shao Qiguang Chen Bin Wang Yu Qiao Ping Luo LLMAG 55 36 0 12 Oct 2023
Language Models as Knowledge Bases for Visual Word Sense Disambiguation Anastasia Kritharoula Maria Lymperaiou Giorgos Stamou 43 2 0 03 Oct 2023
A Sentence is Worth a Thousand Pictures: Can Large Language Models Understand Human Language? G. Marcus Evelina Leivada Elliot Murphy ELM VLM ALM 47 9 0 26 Jul 2023
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models Xingbo Wang Renfei Huang Zhihua Jin Tianqing Fang Huamin Qu VLM ReLM LRM 77 1 0 23 Jul 2023
Can LLMs be Good Financial Advisors?: An Initial Study in Personal Decision Making for Optimized Outcomes Kausik Lakkaraju Sai Krishna Revanth Vuruma Vishal Pallagani Bharath Muppasani Biplav Srivastava 39 15 0 08 Jul 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 77 738 0 14 Jun 2023
OMNI: Open-endedness via Models of human Notions of Interestingness Jenny Zhang Joel Lehman Kenneth O. Stanley Jeff Clune LRM 43 31 0 02 Jun 2023
Thought Cloning: Learning to Think while Acting by Imitating Human Thinking Shengran Hu Jeff Clune LM&Ro OffRL LRM AI4CE 50 28 0 01 Jun 2023
Fighting Bias with Bias: Promoting Model Robustness by Amplifying Dataset Biases Yuval Reif Roy Schwartz 55 7 0 30 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 35 40 0 24 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 230 160 0 22 May 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 37 77 0 29 Mar 2023
Open-world Story Generation with Structured Knowledge Enhancement: A Comprehensive Survey Yuxin Wang Jieru Lin Zhiwei Yu Wei Hu Börje F. Karlsson 55 17 0 09 Dec 2022
GPT-Neo for commonsense reasoning -- a theoretical and practical lens Rohan Kashyap Vivek Kashyap Narendra C.P ReLM ELM LRM 54 7 0 28 Nov 2022
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 260 651 0 21 Apr 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 270 4,576 0 23 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 470 2,602 0 03 Sep 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 194 579 0 02 May 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 230 1,214 0 12 Jun 2017