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

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

NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025

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

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

Extraction of Information Provision Activity Requirements from EU Acquis EMNLP 2025

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

COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction COLING 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

Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction NAACL 2025

Variable Extraction for Model Recovery in Scientific Literature NAACL 2025

MedQwen-PE: Medical Qwen for Parameter-Efficient Multilingual Patient-Centric Summarization, Question Answering and Information Extraction IJCNLP 2025

Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025

CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025

Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025

Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition IJCNLP 2025

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

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

Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025

InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025

Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025

Financial Risk Relation Identification through Dual-view Adaptation EMNLP 2025

Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025

A Hybrid LLM and Supervised Model Pipeline for Polymer Property Extraction from Tables in Scientific Literature IJCNLP 2025