← Applications
Natural Language Processing › Applications ›

Information Extraction

3209 directly classified papers

Papers per year

Papers

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
PUBLICSPEAK: Hearing the Public with a Probabilistic Framework AAAI 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025
Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025
Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework EMNLP 2025
Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025
DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025
ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025
Leveraging Machine-Generated Data for Joint Intent Detection and Slot Filling in Bangla: A Resource-Efficient Approach COLING 2025
One Unified Model for Diverse Tasks: Emotion Cause Analysis via Self-Promote Cognitive Structure Modeling NAACL 2025
A City of Millions: Mapping Literary Social Networks At Scale NAACL 2025
Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025
CycleOIE: A Low-Resource Training Framework For Open Information Extraction COLING 2025
Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025
ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly COLING 2025
A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025
Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs EMNLP 2025
RoBGuard: Enhancing LLMs to Assess Risk of Bias in Clinical Trial Documents COLING 2025
RGR-KBQA: Generating Logical Forms for Question Answering Using Knowledge-Graph-Enhanced Large Language Model COLING 2025
FigEx: Aligned Extraction of Scientific Figures and Captions EMNLP 2025
Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025
SURE: Mutually Visible Objects and Self-generated Candidate Labels For Relation Extraction COLING 2025
Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification EMNLP 2025
SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes EMNLP 2025