NLP事件相关论文(事件抽取、事件检测、事件关系抽取、信息抽取)阅读汇总
记录阅读过的论文，点击论文题目可查看论文笔记。
文章目录
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- Survey
- Model structure of foundation
- Pre-training Model
- Named Entity Recognition
- Semantic Role Labelling
- Event Evolutionary Graph
- Information Extraction
- Event Extraction
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- Event Detection
- Event Argument Extraction
- Event Coreference Resolution
- Event Graph Schema Induction
- Event-Event Relation Extraction
- Dataset
- Other
- Relation Extraction
- Reading Comprehension
- Document Understanding
- Multimodal
- Template Filling
- Text Summarization
- Machine Learning
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Survey
- IEEE 2019 A Survey of Event Extraction from Text
- COMPUTER SCIENCE 2019 元事件抽取综述
- 计算机学报 图神经网络前沿进展与应用
Model structure of foundation
- ICLR 2015 NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE
- NIPS 2017 Attention Is All You Need
Pre-training Model
- NAACL 2019 BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- arxiv 2019 RoBERTa: A Robustly Optimized BERT Pretraining Approach
Named Entity Recognition
- arxiv 2015 Bidirectional LSTM-CRF Models for Sequence Tagging
- ACL 2018 Chinese NER Using Lattice LSTM
Semantic Role Labelling
- AAAI 2018 Deep Semantic Role Labeling with Self-Attention
Event Evolutionary Graph
- IJCAI 2018 Constructing Narrative Event Evolutionary Graph for Script Event Prediction
Information Extraction
- EMNLP 2019 Entity, Relation, and Event Extraction with Contextualized Span Representations
- NAACL 2019 A General Framework for Information Extraction using Dynamic Span Graphs
- ACL 2020 A Joint Neural Model for Information Extraction with Global Features
- ACL 2022 Unified Structure Generation for Universal Information Extraction
Event Extraction
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ACL 2010 Using Document Level Cross-Event Inference to Improve Event Extraction
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ACL 2015 Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks
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NAACL 2016 Joint Event Extraction via Recurrent Neural Networks
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NLPCC/ICCPOL 2016 A Convolution BiLSTM Neural Network Model for Chinese Event Extraction
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ACL 2017 Automatically Labeled Data Generation for Large Scale Event Extraction
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ACL 2018 Zero-Shot Transfer Learning for Event Extraction
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ACL 2018 DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatical
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EMNLP 2018 Jointly Multiple Events Extraction via Attention-based Graph Information Aggregatio
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AAAI 2018 Scale Up Event Extraction Learning via Automatic Training Data Generation
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ACL 2019 Rapid Customization for Event Extraction
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ACL 2019 Open Domain Event Extraction Using Neural Latent Variable Models
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ACL 2019 Exploring Pre-trained Language Models for Event Extraction and Generation
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EMNLP 2019 Cross-lingual Structure Transfer for Relation and Event Extraction
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EMNLP 2019 Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction
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AAAI 2019 One for All: Neural Joint Modeling of Entities and Events
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IJCAI 2019 Extracting Entities and Events as a Single Task Using a Transition-Based Neural Mode
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ACL 2020 Cross-media Structured Common Space for Multimedia Event Extraction
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ACL 2020 Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder
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ACL 2020 Towards Open Domain Event Trigger Identification using Adversarial Domain Adaptation
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EMNLP 2020 Event Extraction by Answering (Almost) Natural Questions
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EMNLP Findings 2020 Event Extraction as Multi-turn Question Answering
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EMNLP Findings 2020 Biomedical Event Extraction with Hierarchical Knowledge Graphs
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COLING 2020 Joint Event Extraction with Hierarchical Policy Network
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Bioinformatics 2020 DeepEventMine: end-to-end neural nested event extraction from biomedical texts
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ACL 2021 CLEVE-Contrastive Pre-training for Event Extraction
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ACL 2021 Document-level Event Extraction via Parallel Prediction Networks
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ACL 2021 TEXT2EVENT: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
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ACL 2021 Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker
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ACL 2021 Verb Knowledge Injection for Multilingual Event Processing
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ACL Findings 2021 CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event
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NAACL 2021 Document-level Event Extraction with Efficient End-to-end Learning of Cross-event Dependencies
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EMNLP 2021 Joint Multimedia Event Extraction from Video and Article
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EMNLP 2021 Exploring Sentence Community for Document-Level Event Extraction
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EMNLP 2021 Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments
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ACL 2022 Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding
Event Detection
- ACL 2015 Event Detection and Domain Adaptation with Convolutional Neural Networks
- ACL 2016 A Language-Independent Neural Network for Event Detection
- ACL 2016 Leveraging FrameNet to Improve Automatic Event Detection
- ACL 2017 Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms
- ACL 2018 Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention
- EMNLP 2018 Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms
- AAAI 2018 Graph Convolutional Networks with Argument-Aware Pooling for Event Detection
- EMNLP 2019 Event Detection with Trigger-Aware Lattice Neural Network
- NAACL 2019 Event Detection without Triggers
- NAACL 2019 Adversarial Training for Weakly Supervised Event Detection
- ACL 2020 Improving Event Detection via Open-domain Trigger Knowledge
- EMNLP 2020 Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation
- EMNLP 2020 Reading the Manual-Event Extraction as Definition Comprehension
- ACL 2021 Low-resource Event Detection with Ontology Embedding
- ACL 2021 MLBiNet-A Cross-Sentence Collective Event Detection Network
- EMNLP 2021 Treasures Outside Contexts: Improving Event Detection via Global Statistics
- EMNLP 2021 Self-Attention Graph Residual Convolutional Network for Event Detection with dependency relations
- EMNLP 2021 Modeling Document-Level Context for Event Detection via Important Context Selection
- EMNLP 2021 Lifelong Event Detection with Knowledge Transfer
- EMNLP 2021 Learning Constraints and Descriptive Segmentation for Subevent Detection
Event Argument Extraction
- EMNLP 2019 HMEAE: Hierarchical Modular Event Argument Extraction
- ACL 2020 Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding
- ACL 2020 A Two-Step Approach for Implicit Event Argument Detection
- EMNLP 2020 Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument
- EMNLP 2020 Resource-Enhanced Neural Model for Event Argument Extraction
- ACL 2021 Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder
- AAAI 2021 What the role is vs. What plays the role: Semi-supervised Event Argument Extraction via Dual Question Answering
- AAAI 2021 GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction
- NAACL 2021 Document-Level Event Argument Extraction by Conditional Generation
- EACL 2021 GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction
Event Coreference Resolution
- AAAI 2021 Span-Based Event Coreference Resolution
- ACL 2020 Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event
Event Graph Schema Induction
- EMNLP 2020 Connecting the Dots: Event Graph Schema Induction with Path Language Modeling
Event-Event Relation Extraction
- EMNLP 2020 Joint Constrained Learning for Event-Event Relation Extraction
Dataset
- EMNLP 2020 A Method for Building a Commonsense Inference Dataset based on Basic Events
- COLING 2020 New Benchmark Corpus and Models for Fine-grained Event Classification: To BERT or not to BERT?
Other
- EMNLP 2020 Affective Event Classification with Discourse-enhanced Self-training
- EMNLP 2021 Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification
Relation Extraction
- COLING 2020 TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
- ACL 2019 Matching the Blanks: Distributional Similarity for Relation Learning
Reading Comprehension
- AAAI 2020 DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension
Document Understanding
- AAAI 2020 Message Passing Attention Networks for Document Understanding
- arxiv 2019 DocBERT: BERT for Document Classification
- AISTATS 2020 Rep the Set: Neural Networks for Learning Set Representations
Multimodal
- CVPR 2019 Modular Multimodal Architecture for Document Classification
- EMNLP 2021 Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis
Template Filling
- NAACL 2021 Template Filling with Generative Transformers
Text Summarization
- EMNLP 2019 Text Summarization with Pretrained Encoders
Machine Learning
- ICNP 2016 MS-LSTM: a Multi-Scale LSTM Model for BGP Anomaly Detection
- ISCC 2019 BGP Dataset Generation and Feature Extraction for Anomaly Detection
- ICML 2017 Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs