Machine Learning · Computer Science
Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation
Yiling Kuang, Chao Yang, Yang Yang, Shuang Li
2024-03-20
Artificial Intelligence · Computer Science
Modeling and Reasoning in Event Calculus using Goal-Directed Constraint Answer Set Programming
Joaquín Arias, Manuel Carro, Zhuo Chen, Gopal Gupta
2021-06-29
Computation and Language · Computer Science
Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement
Xinyu Zuo, Pengfei Cao, Yubo Chen, Kang Liu +3
2021-06-04
Artificial Intelligence · Computer Science
EasyECR: A Library for Easy Implementation and Evaluation of Event Coreference Resolution Models
Yuncong Li, Tianhua Xu, Sheng-hua Zhong, Haiqin Yang
2024-06-21
Databases · Computer Science
Foundations of Complex Event Processing
Marco Bucchi, Alejandro Grez, Cristian Riveros, Martín Ugarte
2018-08-31
Distributed, Parallel, and Cluster Computing · Computer Science
eSPICE: Probabilistic Load Shedding from Input Event Streams in Complex Event Processing
Ahmad Slo, Sukanya Bhowmik, Kurt Rothermel
2020-02-17
Computation and Language · Computer Science
Event Coreference Resolution via a Multi-loss Neural Network without Using Argument Information
Xinyu Zuo, Yubo Chen, Kang Liu, Jun Zhao
2020-09-23
Computation and Language · Computer Science
SemEval-2026 Task 12: Abductive Event Reasoning: Towards Real-World Event Causal Inference for Large Language Models
Pengfei Cao, Mingxuan Yang, Yubo Chen, Chenlong Zhang +3
2026-03-24
Artificial Intelligence · Computer Science
An Event Calculus Production Rule System for Reasoning in Dynamic and Uncertain Domains
Theodore Patkos, Dimitris Plexousakis, Abdelghani Chibani, Yacine Amirat
2020-02-19
Computation and Language · Computer Science
Learning Constraints and Descriptive Segmentation for Subevent Detection
Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth
2021-09-15
Information Theory · Computer Science
Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction
Peixin Huang, Xiang Zhao, Minghao Hu, Zhen Tan +1
2024-12-20
Machine Learning · Computer Science
Interpretable Outlier Summarization
Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden
2023-09-04
Computation and Language · Computer Science
Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge Distillation
Abhijnan Nath, Shadi Manafi, Avyakta Chelle, Nikhil Krishnaswamy
2024-04-05
Computation and Language · Computer Science
TacoERE: Cluster-aware Compression for Event Relation Extraction
Yong Guan, Xiaozhi Wang, Lei Hou, Juanzi Li +3
2024-05-14