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Information Extraction

362 directly classified papers

Papers per year

Papers

SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025

Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025

LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025

Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection ACL 2025

SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025

The UNLP 2025 Shared Task on Detecting Social Media Manipulation ACL 2025

Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025

SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025

REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025

Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025

From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025

COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025

Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025

Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025

Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025

TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025

Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025

Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025

Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025

Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025

MPL: Multiple Programming Languages with Large Language Models for Information Extraction ACL 2025

FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025

Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025

Contradicted in Reliable, Replicated in Unreliable: Dual-Source Reference for Fake News Early Detection AAAI 2025

Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025