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Information Extraction

362 directly classified papers

Papers per year

Papers

Deep Cascade Multi-Task Learning for Slot Filling in Online Shopping Assistant AAAI 2019

GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition AAAI 2019

WiRe57 : A Fine-Grained Benchmark for Open Information Extraction ACL 2019

Rapid Customization for Event Extraction ACL 2019

Towards Improving Neural Named Entity Recognition with Gazetteers ACL 2019

Improving Open Information Extraction via Iterative Rank-Aware Learning ACL 2019

Exploring Pre-trained Language Models for Event Extraction and Generation ACL 2019

Cost-sensitive Regularization for Label Confusion-aware Event Detection ACL 2019

Scaling up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Product Title ACL 2019

Embedding Time Expressions for Deep Temporal Ordering Models ACL 2019

Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures ACL 2019

Chinese Relation Extraction with Multi-Grained Information and External Linguistic Knowledge ACL 2019

Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019

Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural Network ACL 2019

The Language of Legal and Illegal Activity on the Darknet ACL 2019

Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning ACL 2018

Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages EMNLP 2018

Automatic Event Salience Identification EMNLP 2018

Temporal Information Extraction by Predicting Relative Time-lines EMNLP 2018

Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation EMNLP 2018

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

AD3: Attentive Deep Document Dater EMNLP 2018

Regular Expression Guided Entity Mention Mining from Noisy Web Data EMNLP 2018

Neural Adaptation Layers for Cross-domain Named Entity Recognition EMNLP 2018

Entity Linking within a Social Media Platform: A Case Study on Yelp EMNLP 2018