事件论文阅读笔记

专注于事件以及事件关系抽取任务：

• 事件抽取（Event Detection）
• 事件同指消解（Event Coreference Resolution）
• 事件时序关系（Temporal Relation Extraction）
• 事件因果关系（Causal Relation Extraction）
• 事件包含关系（Subevent Relation Extraction）
• 事件空间关系（Spatial Relation Extraction）
• 事件相关及应用（Other）

Causal Relation Extraction

年份	来源	名称	作者	笔记
2022	COLING	Event Causality Identification via Derivative Prompt Joint Learning	Shirong Shen
2021	ACL	ExCAR: Event Graph Knowledge Enhanced Explainable Causal Reasoning	Li Du
2021	ACL	Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks	Pengfei Cao
2021	NAACL	Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures	Minh Tran Phu
2020	AAAI	Causal Knowledge Extraction through Large-Scale Text Mining	Oktie Hassanzadeh
2020	IJCAI	Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations	Jian Liu	Note Code
2020	COLING	KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision	Xinyu Zuo
2019	NAACL	Modeling Document-level Causal Structures for Event Causal Relation Identification	Lei Gao

Subevent Relation Extraction

年份	来源	名称	作者	笔记
2021	EMNLP	Learning Constraints and Descriptive Segmentation for Subevent Detection	Haoyu Wang	Note Code
2019	ACL	Detecting Subevents using Discourse and Narrative Features	Mohammed Aldawsari
2019	NAACL-HLT	Sub-Event Detection from Twitter Streams as a Sequence Labeling Problem	Giannis Bekoulis

Few-shot Relation Extraction

年份	来源	名称	作者	笔记
2022	ACL	Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation	Chengwei Qin
2022	ACL	Pre-training to Match for Unified Low-shot Relation Extraction	Fangchao Liu
2022	ACL	Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction	Yew Ken Chia
2022	ACL	A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction	Dongyang Li
2022	ACL	Improving Discriminative Learning for Zero-Shot Relation Extraction	Van-Hien Tran

Spatial Relation Extraction

年份	来源	名称	作者	笔记
2021	MDAI	Spatial Role Labeling System Capturing Both Characters and Word Information Using BiLSTM and CRF	Alaeddine Moussa
2021	IEEE	Coarse-to-Fine Spatial-Temporal Relationship Inference for Temporal Sentence Grounding	SHANSHAN QI
2020	EMNLP	BERT-based Spatial Information Extraction	Hyeong Jin Shin*
2020	EMNLP	Decoding Language Spatial Relations to 2D Spatial Arrangements	Gorjan Radevski
2018	ICLR	Interactive Grounded Language Acquisition and Generalization in a 2D World	Haonan Yu
2018	NAACL-HLT	Visually Guided Spatial Relation Extraction from Text	Taher Rahgooy
2016	COLING	Extracting Spatial Entities and Relations in Korean Text	Bogyum Kim and Jae Sung Lee
2016	ACM	Extracting new spatial entities and relations from short messages	Sarah Zenasni
2015	SemEval	A WordNet-based approach towards the Automatic Recognition of Spatial Information following the ISO-Space Annotation Scheme	Haritz Salaberri, Olatz Arregi, Beñat Zapirain
2015	ACL	SemEval-2015 Task 8: SpaceEval	James Pustejovsky
2015	SemEval	Ensemble-Based Spatial Relation Extraction	Jennifer D’Souz, Vincent Ng
2015	SemEval	SpRL-CWW: Spatial Relation Classification with Independent Multi-class Models	Eric Nichols

Other

年份	来源	名称	作者	笔记
2022	AAAI	Selecting Optimal Context Sentences for Event-Event Relation Extraction	Hieu Man	Note Code
2022	ACL	Legal Judgment Prediction via Event Extraction with Constraints	Yi Feng	Note Code
2022	ACL	Event-Event Relation Extraction using Probabilistic Box Embedding	EunJeong Hwang	Note Code
2021	ACL-SRW	Joint Detection and Coreference Resolution of Entities and Events with Document-level Context Aggregation	Samuel Kriman	Note Code
2021	arXiv	What is Event Knowledge Graph: A Survey	Saiping Guan	Note Code
2020	EMNLP Findings	Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations	I-Ta Lee
2020	ACL	GAIA: A Fine-grained Multimedia Knowledge Extraction System	Manling Li
2020	ACL	Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer	Jianfei Yu
2020	COLING	Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection	Disha Jindal
2020	LREC	Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach	Bonan Min
2020	CODI	Joint Modeling of Arguments for Event Understanding	Yunmo Chen
2019	ACL	Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification	Zhixiu Ye	王亮
2019	EMNLP	A Regularization Approach for Incorporating Event Knowledge and Coreference Relations into Neural Discourse Parsing	Zeyu Dai
2019	NACL	Multilingual Entity, Relation, Event and Human Value Extraction	Manling Li
2019	NAACL	Modeling Document-level Causal Structures for Event Causal Relation Identification	Lei Gao
2018	LREC	EventWiki: A Knowledge Base of Major Events	Tao Ge
2016	EVENTS	Event Nugget and Event Coreference Annotation	Zhiyi Song