information extraction

1071 papers

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Also known as

VIE OIE IE WIE

Co-occurring keywords

named entity recognition (2801) large language model (12755) relation extraction (915) text classification (6776) knowledge graph (1795) event extraction (389) natural language processing (2027) question answering (2904) text mining (298) entity extraction (257)

Papers

NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation AAAI 2026

A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks EACL 2026

MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026

Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026

Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025

Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o ACL 2025

AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025

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

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025

DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025

Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025

TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025

MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025

Structured Information Extraction from Nepali Scanned Documents using Layout Transformer and LLMs COLING 2025

Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs ACL 2025

BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models ACL 2025

Fine-Tuning Large Language Models for Relation Extraction within a Retrieval-Augmented Generation Framework ACL 2025

SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction ACL 2025

GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025

Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025

Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction EMNLP 2025

Building a Long Text Privacy Policy Corpus with Multi-Class Labels ACL 2025

FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025

Exploiting the Shadows: Unveiling Privacy Leaks through Lower-Ranked Tokens in Large Language Models ACL 2025

Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025