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← Core AI
Artificial Intelligence
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Core AI
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Information Extraction
362 directly classified papers
Papers per year
2017: 16
2018: 31
2019: 45
2020: 46
2021: 48
2022: 45
2023: 54
2024: 47
2025: 30
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
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