entity linking

350 papers

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Also known as

L NEL EL ELS

Co-occurring keywords

knowledge base (801) named entity recognition (2801) knowledge graph (1795) entity disambiguation (86) information extraction (1071) question answering (2904) relation extraction (915) large language model (12755) zero-shot learning (3637) coreference resolution (507)

Papers

It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models EACL 2026

An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts EACL 2026

SEFEL: A Simple Yet Effective Framework for Fast Event Linking AAAI 2026

entity-linkings: A Unified Library for Entity Linking EACL 2026

Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026

Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026

SkiLLens: Recognising and Mapping Novel Skills from Millions of Job Ads Across Europe Using Language Models EACL 2026

External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection AAAI 2025

AELC: Adaptive Entity Linking with LLM-Driven Contextualization EMNLP 2025

M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking AAAI 2025

Accelerating Cross-Encoders in Biomedical Entity Linking ACL 2025

Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025

Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025

Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025

INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning NAACL 2025

GLiREL - Generalist Model for Zero-Shot Relation Extraction NAACL 2025

LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025

SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025

Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge ACL 2025

MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 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

Mahānāma: A Unique Testbed for Literary Entity Discovery and Linking EMNLP 2025

Entity Quality Enhancement in Knowledge Graphs through LLM-based Question Answering COLING 2025

RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025