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Information Extraction

3209 directly classified papers

Papers per year

Papers

Bratly: A Python Extension for BRAT Functionalities EMNLP 2025
NSF-SciFy: Mining the NSF Awards Database for Scientific Claims EMNLP 2025
Labor Lex: A New Portuguese Corpus and Pipeline for Information Extraction in Brazilian Legal Texts EMNLP 2025
Relation-Aware Prompting Makes Large Language Models Effective Zero-shot Relation Extractors EMNLP 2025
ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025
Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction EMNLP 2025
Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction EMNLP 2025
LLM-Based Web Data Collection for Research Dataset Creation EMNLP 2025
Mixture of LoRA Experts for Continual Information Extraction with LLMs EMNLP 2025
Hallucination Detection in Structured Query Generation via LLM Self-Debating EMNLP 2025
DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025
A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025
Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection EMNLP 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025
Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation EMNLP 2025
xCoRe: Cross-context Coreference Resolution 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
Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin EMNLP 2025
BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025
Seeing the Same Story Differently: Framing‐Divergent Event Coreference for Computational Framing Analysis EMNLP 2025
Transformer-Based Temporal Information Extraction and Application: A Review EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
TIDES: Technical Information Discovery and Extraction System EMNLP 2025