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

Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025

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

DocFusion: A Unified Framework for Document Parsing Tasks ACL 2025

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

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

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

Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA IJCNLP 2025

amc: The Automated Mission Classifier for Telescope Bibliographies IJCNLP 2025

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

Massively Multilingual Instruction-Following Information Extraction ACL 2025

KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025

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

Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025

Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025

Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025

A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025

LLM-Based Web Data Collection for Research Dataset Creation EMNLP 2025

SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025

SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025

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

SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025

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

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

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

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