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Information Extraction

3209 directly classified papers

Papers per year

Papers

NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey EACL 2026
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction EACL 2026
Argument Component Segmentation with Fine-Tuned Large Language Models EACL 2026
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026
Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory EACL 2026
Coordinates from Context: Using LLMs to Ground Complex Location References EACL 2026
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026
Counterfactual-based Cognitive Alignment In-Context Learning for Relation Extraction AAAI 2026
Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs AAAI 2026
A Novel Retrieve-Read-Group Paradigm for Open Knowledge Base Canonicalization AAAI 2026
Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology AAAI 2026
ProEthica: A Professional Role Based Ethical Analysis Tool Using LLM-Orchestrated, Ontology Supported Case Based Reasoning AAAI 2026
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning AAAI 2026
A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks EACL 2026
Beyond Single Words: MWE Identification in Bioinformatics Research Articles and Dispersion Profiling Across IMRaD EACL 2026
A Survey of Generative Information Extraction COLING 2025
Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025
An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025
Vision-Language Interactive Relation Mining for Open-Vocabulary Scene Graph Generation ICCV 2025
SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025
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