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Information Extraction

3,266 papers

Papers per year

323
490
'20
'25

Papers

Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
Multi-Modal Framing Analysis of News EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
xCoRe: Cross-context Coreference Resolution EMNLP 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025
RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents EMNLP 2025
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025
BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025
Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025
AM4DSP: Argumentation Mining in Structured Decentralized Discussion Platforms for Deliberative Democracy EMNLP 2025
InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025
Bratly: A Python Extension for BRAT Functionalities EMNLP 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation 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
SLOT: Structuring the Output of Large Language Models EMNLP 2025