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Information Extraction

362 directly classified papers

Papers per year

Papers

ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement ACL 2024

Knowledge Graph Extraction from Total Synthesis Documents ACL 2024

People and Places of Historical Europe: Bootstrapping Annotation Pipeline and a New Corpus of Named Entities in Late Medieval Texts ACL 2023

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

Actively Supervised Clustering for Open Relation Extraction ACL 2023

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

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ACL 2023

Learning Event-aware Measures for Event Coreference Resolution ACL 2023

Learn to Not Link: Exploring NIL Prediction in Entity Linking ACL 2023

Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023

Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023

Artificial Intelligence at the Service of Society to Analyse Human Arguments AAAI 2023

Deep Span Representations for Named Entity Recognition ACL 2023

UniCOQE: Unified Comparative Opinion Quintuple Extraction As A Set ACL 2023

Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023

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

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

COSMOS: Catching Out-of-Context Image Misuse Using Self-Supervised Learning AAAI 2023

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

Financial Numeric Extreme Labelling: A dataset and benchmarking ACL 2023

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

fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation AAAI 2023

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

Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023

Document-level Relationship Extraction by Bidirectional Constraints of Beta Rules EMNLP 2023