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Information Extraction

3209 directly classified papers

Papers per year

Papers

LIST: Linearly Incremental SQL Translator for Single-Hop Reasoning, Generation and Verification ACL 2025
PASTEL : Polarity-Aware Sentiment Triplet Extraction with LLM-as-a-Judge ACL 2025
Error Detection in Medical Note through Multi Agent Debate ACL 2025
keepitsimple at SemEval-2025 Task 3: LLM-Uncertainty based Approach for Multilingual Hallucination Span Detection ACL 2025
NLP_CIMAT at SemEval-2025 Task 3: Just Ask GPT or look Inside. A prompt and Neural Networks Approach to Hallucination Detection ACL 2025
Informing climate risk analysis using textual information - A research agenda ACL 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs ACL 2024
To Aggregate or Not to Aggregate. That is the Question: A Case Study on Annotation Subjectivity in Span Prediction ACL 2024
Extracting Epilepsy Patient Data with Llama 2 ACL 2024
SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024
MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction ACL 2024
Mention-Agnostic Information Extraction for Ontological Annotation of Biomedical Articles ACL 2024
Intervention extraction in preclinical animal studies of Alzheimer’s Disease: Enhancing regex performance with language model-based filtering ACL 2024
Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People’s Gender and Origin ACL 2024
On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations ACL 2024
Leveraging LLMs and Web-based Visualizations for Profiling Bacterial Host Organisms and Genetic Toolboxes ACL 2024
CNER: Concept and Named Entity Recognition NAACL 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024
REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024
Temporal Validity Change Prediction ACL 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024
Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024
DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024