Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset

16 September 2021

Papers citing "Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset"

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Title
EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association Weiqi Wang Limeng Cui Xin Liu Sreyashi Nag Wenju Xu ... Y. Gao Haiyang Zhang Qi He Shuiwang Ji Yangqiu Song 16 2 0 21 May 2025
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions Weiqi Wang Tianqing Fang Haochen Shi Baixuan Xu Wenxuan Ding ... Wei Fan Jiaxin Bai Haoran Li Xin Liu Yangqiu Song LRM 32 3 0 16 Jun 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce Wenxuan Ding Weiqi Wang Sze Heng Douglas Kwok Minghao Liu Tianqing Fang Jiaxin Bai Junxian He Yangqiu Song RALM 46 8 0 14 Jun 2024
MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset Weiqi Wang Yangqiu Song LRM 35 9 0 04 Jun 2024
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs Tianqing Fang Zeming Chen Yangqiu Song Antoine Bosselut ReLM LRM 37 12 0 12 Mar 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases Quyet V. Do Tianqing Fang Shizhe Diao Zhaowei Wang Yangqiu Song LRM 52 10 0 25 Jan 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 28 28 0 14 Jan 2024
Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection Zheye Deng Weiqi Wang Zhaowei Wang Xin Liu Yangqiu Song 33 9 0 18 Oct 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering Haochen Shi Weiqi Wang Tianqing Fang Baixuan Xu Wenxuan Ding Xin Liu Yangqiu Song 63 7 0 17 Oct 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 30 40 0 24 May 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems Sarik Ghazarian Yijia Shao Rujun Han Aram Galstyan Nanyun Peng 27 7 0 12 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 25 35 0 08 May 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations Chunkit Chan Cheng Jiayang Weiqi Wang Yuxin Jiang Tianqing Fang Xin Liu Yangqiu Song LRM 88 60 0 28 Apr 2023
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 55 23 0 15 Nov 2022
PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population Tianqing Fang Quyet V. Do Hongming Zhang Yangqiu Song Ginny Wong Simon See LRM 25 11 0 14 Oct 2022
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths Xiangqing Shen Siwei Wu Rui Xia 28 13 0 14 Oct 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 37 29 0 03 Jun 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce Yincen Qu Ningyu Zhang Hui Chen Zelin Dai Zezhong Xu Chengming Wang Xiaoyu Wang Qianglin Chen Huajun Chen 37 6 0 22 May 2022
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 19 47 0 05 Apr 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 456 2,592 0 03 Sep 2019