entity linking

An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts EACL 2026 Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026 entity-linkings: A Unified Library for Entity Linking EACL 2026 It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models EACL 2026 Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026 SEFEL: A Simple Yet Effective Framework for Fast Event Linking AAAI 2026 SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models EACL 2026 Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025 AELC: Adaptive Entity Linking with LLM-Driven Contextualization EMNLP 2025 ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025 Contextual Augmentation for Entity Linking using Large Language Models COLING 2025 Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025 Explainable ICD Coding via Entity Linking NAACL 2025 External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025 GLiREL - Generalist Model for Zero-Shot Relation Extraction NAACL 2025 INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning NAACL 2025 KE-MHISTO: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem ACL 2025 Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025 LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World ACL 2025 Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025 M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025 Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025 Matching and Linking Entries in Historical Swedish Encyclopedias NAACL 2025 MedLinkDE – MedDRA Entity Linking for German with Guided Chain of Thought Reasoning EMNLP 2025