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Information Extraction

362 directly classified papers

Papers per year

Papers

Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph ACL 2023

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases AAAI 2023

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction ACL 2023

PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023

Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging AAAI 2023

More than Classification: A Unified Framework for Event Temporal Relation Extraction ACL 2023

Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization ACL 2023

UniEX: An Effective and Efficient Framework for Unified Information Extraction via a Span-extractive Perspective ACL 2023

Deep Span Representations for Named Entity Recognition ACL 2023

RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023

From Simple to Complex: A Progressive Framework for Document-level Informative Argument Extraction EMNLP 2023

impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023

On Event Individuation for Document-Level Information Extraction EMNLP 2023

Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023

Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport ACL 2023

Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction EMNLP 2023

RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction EMNLP 2023

How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation? ACL 2023

WebIE: Faithful and Robust Information Extraction on the Web ACL 2023

Towards Zero-shot Relation Extraction in Web Mining: A Multimodal Approach with Relative XML Path EMNLP 2023

From Speculation Detection to Trustworthy Relational Tuples in Information Extraction EMNLP 2023

Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023

WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023

VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets ACL 2023

Increasing Coverage and Precision of Textual Information in Multilingual Knowledge Graphs EMNLP 2023