Title
StoryWriter: A Multi-Agent Framework for Long Story Generation Haotian Xia Hao Peng Yunjia Qi Xiaozhi Wang Bin Xu Lei Hou Juanzi Li VGen 20 0 0 19 Jun 2025
Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation Yuanyuan Lei Ruihong Huang 38 0 0 15 Jun 2025
VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos Baoyu Liang Qile Su Shoutai Zhu Yuchen Liang Chao Tong VGen 55 1 0 03 Jun 2025
ExpeTrans: LLMs Are Experiential Transfer Learners Jinglong Gao Xiao Ding Lingxiao Zou Bibo Cai Bing Qin Ting Liu 55 1 0 29 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 261 7 0 26 Apr 2025
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction Jian Zhang Bifan Wei Shihao Qi Haiping Zhu Jun Liu Qika Lin 134 0 0 14 Mar 2025
LegalCore: A Dataset for Event Coreference Resolution in Legal Documents Kangda Wei Xi Shi Jonathan Tong Sai Ramana Reddy Anandhavelu Natarajan R. Jain Aparna Garimella Ruihong Huang AILaw 134 0 0 18 Feb 2025
ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning Vy Vo Zhuang Li Tao Feng Yuncheng Hua Xiaoxi Kang Songhai Fan Tim Dwyer Lay-Ki Soon Gholamreza Haffari 477 0 0 12 Feb 2025
MAQInstruct: Instruction-based Unified Event Relation Extraction Jun Xu Mengshu Sun Qing Cui Jun Zhou 108 0 0 06 Feb 2025
EventFull: Complete and Consistent Event Relation Annotation Alon Eirew Eviatar Nachshoni Aviv Slobodkin Ido Dagan 421 1 0 17 Dec 2024
EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents Mengna Zhu Kaisheng Zeng Mao Wang Kaiming Xiao Lei Hou Hongbin Huang Juanzi Li 525 1 0 16 Dec 2024
Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification? Gabriel Roccabruna Massimo Rizzoli Giuseppe Riccardi 85 1 0 14 Oct 2024
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering Zimu Wang Lei Xia Wei Wang Xinya Du 100 7 0 07 Oct 2024
What Would Happen Next? Predicting Consequences from An Event Causality Graph Chuanhong Zhan Wei Xiang Chao Liang Bang Wang 63 0 0 26 Sep 2024
Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction Yutong Hu Quzhe Huang Yansong Feng 25 0 0 14 Aug 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? Kangda Wei Aayush Gautam Ruihong Huang 153 8 0 28 Jul 2024
MAVEN-Fact: A Large-scale Event Factuality Detection Dataset Chunyang Li Hao Peng Xiaozhi Wang Yunjia Qi Lei Hou Bin Xu Juanzi Li HILM 100 1 0 22 Jul 2024
Cascading Large Language Models for Salient Event Graph Generation Xingwei Tan Yuxiang Zhou Gabriele Pergola Yulan He 135 2 0 26 Jun 2024
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models Yuncong Li Tianhua Xu Sheng-hua Zhong Haiqin Yang 71 1 0 20 Jun 2024
Identifying while Learning for Document Event Causality Identification Cheng Liu Wei Xiang Bang Wang 38 3 0 31 May 2024
TacoERE: Cluster-aware Compression for Event Relation Extraction Yong Guan Xiaozhi Wang Lei Hou Juanzi Li Jeff Z. Pan Jiaoyan Chen Freddy Lecue 56 2 0 11 May 2024
ADELIE: Aligning Large Language Models on Information Extraction Yunjia Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 102 11 0 08 May 2024
A Comprehensive Evaluation on Event Reasoning of Large Language Models Zhengwei Tao Zhi Jin Yifan Zhang Xiancai Chen Xiaoying Bai Yue Fang Haiyan Zhao Jia Li Chongyang Tao LRM 68 4 0 26 Apr 2024
Sentence-level Media Bias Analysis with Event Relation Graph Yuanyuan Lei Ruihong Huang 89 3 0 02 Apr 2024
Revealing Trends in Datasets from the 2022 ACL and EMNLP Conferences Jesse Atuhurra Hidetaka Kamigaito 95 0 0 31 Mar 2024
Formulation Comparison for Timeline Construction using LLMs Kimihiro Hasegawa Nikhil Kandukuri Susan Holm Yukari Yamakawa Teruko Mitamura 90 0 0 01 Mar 2024
Generating Valid and Natural Adversarial Examples with Large Language Models Zimu Wang Wei Wang Qi Chen Qiufeng Wang Anh Nguyen AAML 98 4 0 20 Nov 2023
CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies Arie Cattan Tom Hope Doug Downey Roy Bar-Haim Lilach Eden Yoav Kantor Ido Dagan 49 0 0 19 Nov 2023
Event Causality Is Key to Computational Story Understanding Yidan Sun Qin Chao Boyang Albert Li 73 9 0 16 Nov 2023
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation Xiaozhi Wang Hao Peng Yong Guan Kaisheng Zeng Jianhui Chen ... Yankai Lin Zhiyuan Liu Ruobing Xie Jie Zhou Juanzi Li 98 5 0 15 Nov 2023
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks Hao Peng Xiaozhi Wang Jianhui Chen Weikai Li Yunjia Qi ... Zhili Wu Kaisheng Zeng Bin Xu Lei Hou Juanzi Li 92 34 0 15 Nov 2023
Identifying Conspiracy Theories News based on Event Relation Graph Yuanyuan Lei Ruihong Huang NAI 63 7 0 28 Oct 2023
Learning To Teach Large Language Models Logical Reasoning Meiqi Chen Yubo Ma Kaitao Song Yixin Cao Yan Zhang Dongsheng Li ELM LRM 53 17 0 13 Oct 2023
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding Hao Peng Xiaozhi Wang Feng Yao Zimu Wang C. Zhu Kaisheng Zeng Lei Hou Juanzi Li 66 13 0 25 Sep 2023
ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction Zhilei Hu Zixuan Li Daozhu Xu Long Bai Cheng Jin Xiaolong Jin Jiafeng Guo Xueqi Cheng 56 5 0 22 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 80 13 0 15 Aug 2023
KoLA: Carefully Benchmarking World Knowledge of Large Language Models Jifan Yu Xiaozhi Wang Shangqing Tu S. Cao Daniel Zhang-Li ... Lei Hou Zhiyuan Liu Bin Xu Jie Tang Juanzi Li ELM ALM 114 69 0 15 Jun 2023
More than Classification: A Unified Framework for Event Temporal Relation Extraction Quzhe Huang Yutong Hu Shengqi Zhu Yansong Feng Chang Liu Dongyan Zhao AI4TS 48 16 0 28 May 2023
SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres Shumin Deng Shengyu Mao Ningyu Zhang Bryan Hooi 58 5 0 23 May 2023
REFinD: Relation Extraction Financial Dataset Simerjot Kaur Charese Smiley Akshat Gupta Joy Prakash Sain Dongsheng Wang S. Siddagangappa Toyin Aguda Sameena Shah 73 16 0 22 May 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation Jin-Fang Gao Xiao Ding Bing Qin Ting Liu ELM LRM AI4MH 100 73 0 12 May 2023
Emerging Synergies in Causality and Deep Generative Models: A Survey Guanglin Zhou Shaoan Xie Guang-Yuan Hao Shiming Chen Erdun Gao Xiwei Xu Chen Wang Liming Zhu Lina Yao Kun Zhang AI4CE 147 11 0 29 Jan 2023
NarrativeTime: Dense Temporal Annotation on a Timeline Anna Rogers Marzena Karpinska Ankita Gupta Vladislav Lialin Gregory Smelkov Anna Rumshisky 56 5 0 29 Aug 2019