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Information Extraction

371 papers

Papers per year

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30
9

Papers

EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ACL 2026
LePREC: Reasoning as Classification over Structured Factors for Assessing Relevance of Legal Issues ACL 2026
YIELD: A Large-Scale Dataset and Evaluation Framework for Information Elicitation Agents ACL 2026
CaRL-EM: Cost-Aware Reinforcement Learning for Entity Matching with LLMs ACL 2026
IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation ACL 2026
Media-to-Insights: A Multi-Agent AI System for Continuous Media Monitoring, Analysis, and Reporting ACL 2026
FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure ACL 2026
Leveraging Generative AI for Extracting Business Requirements from Legacy COBOL and PL/I Code ACL 2026
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction ACL 2026
Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025
Cross-modal Multi-task Learning for Multimedia Event Extraction AAAI 2025
COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025
Contradicted in Reliable, Replicated in Unreliable: Dual-Source Reference for Fake News Early Detection AAAI 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
Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains 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
SpatialWebAgent: Leveraging Large Language Models for Automated Spatial Information Extraction and Map Grounding ACL 2025
LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025
Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025
REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy 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
Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025