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Information Extraction

3209 directly classified papers

Papers per year

Papers

Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection ACL 2025
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction EMNLP 2025
AI for Data Ingestion into IPAC Archives IJCNLP 2025
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
Sequential-NIAH: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts EMNLP 2025
Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025
Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation ACL 2025
SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025
BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025
Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025
End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025
Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025
Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025
Extraction of Information Provision Activity Requirements from EU Acquis EMNLP 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025
GLiREL - Generalist Model for Zero-Shot Relation Extraction NAACL 2025