事件抽取相關論文

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# 作者(Author):築夢家洋可
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# 來源(Source):守正,小洋可

最近做事件抽取,打算把自己需要讀的論文羅列一下

基於特徵的方法

2006_ACL_The Stages of Event Extraction

2008_ACL_Refining Event Extractionthrough Cross-document Inference

2010_ACL_Using Document Level Cross-Event Inference to IMprove Event Extraction

2011_ACL_Using Cross-Entity Inference to Improve Event Extraction

2013_ACL_Joint Event Extraction via Structured Prediction with Global Features

2016_AAAI_A Probabilistic Soft Logic Based Approach to Exploiting Latent and Global Information in Event Classification

 

基於表示的神經網絡方法

2015_ACL_Event Detection and Domain Adaptation with Convolutional Neural Networks

2015_ACL_Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks

2016_ACL_A Language-Independent Neural Network for Event Detection

2016_ACL_Leveraging FrameNet to Improve Automatic Event Detection

2016_EMNLP_Modeling Skip-Grams for Event Detection with Convolutional Neural Networks

2016_NAACL_Joint Event Extraction via Recurrent Neural Networks

2016_CCL_Event Extraction via Bidirectional Long Short-Term Memory Tensor Neural Networks

2017_ACL_Automatically Labeled Data Generation for Large Scale Event Extraction

2017_ACL_Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms

2017_CCL_Improving Event Detection via Information Sharing among Related Event Types

2018_AAAI_Event Detection via Gated Multilingual Attention Mechanism

2018_AAAI_Graph Convolutional Networks with Argument-Aware Pooling for Event Detection

2018_AAAI_Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction

2018_ACL_Self-regualation: Employing a Generative Adversarial Network to Improve Event Detection

2018_ACL_Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention

2018_ACL_Zero-Shot Transfer Learning for Event Extraction

2018_EMNLP_Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation

2018_EMNLP_Collective Event Detection via Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms

2018_EMNLP_Exploiting Contextual Information via Dynamic Memory Network for Event Detection

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