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Information Extraction

362 directly classified papers

Papers per year

Papers

A Two-Step Approach for Implicit Event Argument Detection ACL 2020

Improving Entity Linking through Semantic Reinforced Entity Embeddings ACL 2020

“Who said it, and Why?” Provenance for Natural Language Claims ACL 2020

TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task ACL 2020

Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection ACL 2020

GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media ACL 2020

Machine Reading of Historical Events ACL 2020

Empower Entity Set Expansion via Language Model Probing ACL 2020

pyBART: Evidence-based Syntactic Transformations for IE ACL 2020

Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web ACL 2020

A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) AAAI 2020

Event Extraction as Machine Reading Comprehension EMNLP 2020

MAVEN: A Massive General Domain Event Detection Dataset EMNLP 2020

Introducing a New Dataset for Event Detection in Cybersecurity Texts EMNLP 2020

Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020

Efficient One-Pass End-to-End Entity Linking for Questions EMNLP 2020

SynSetExpan: An Iterative Framework for Joint Entity Set Expansion and Synonym Discovery EMNLP 2020

Towards Modeling Revision Requirements in wikiHow Instructions EMNLP 2020

Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction EMNLP 2020

ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts EMNLP 2020

Eliciting Knowledge from Experts: Automatic Transcript Parsing for Cognitive Task Analysis ACL 2019

Distant Learning for Entity Linking with Automatic Noise Detection ACL 2019

Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition ACL 2019

Who Sides with Whom? Towards Computational Construction of Discourse Networks for Political Debates ACL 2019

Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts ACL 2019