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Information Extraction

3209 directly classified papers

Papers per year

Papers

Explainable ICD Coding via Entity Linking NAACL 2025
Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction NAACL 2025
AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025
Linking Language-based Distortion Detection to Mental Health Outcomes NAACL 2025
ParaBLoCC: Parallel Basic Locative Constructions Corpus NAACL 2025
ARWI: Arabic Write and Improve NAACL 2025
LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025
Exploring Multimodal Language Models for Sustainability Disclosure Extraction: A Comparative Study NAACL 2025
Generating Tables from the Parametric Knowledge of Language Models NAACL 2025
GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets NAACL 2025
Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025
Matching and Linking Entries in Historical Swedish Encyclopedias NAACL 2025
Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025
VMWE identification with models trained on GUD (a UDv.2 treebank of Standard Modern Greek) NAACL 2025
Advances and Challenges in the Automatic Identification of Indirect Quotations in Scholarly Texts and Literary Works NAACL 2025
Efficient Document-level Event Relation Extraction NAACL 2025
Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation ICCV 2025
Practical Solutions to Practical Problems in Developing Argument Mining Systems ACL 2025
Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025
Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025
Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025
AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate ACL 2025
Overview of the Third Workshop for Artificial Intelligence for Scientific Publications IJCNLP 2025