| Zero-Shot Entity Linking by Reading Entity Descriptions | Jun 18, 2019 | Entity LinkingReading Comprehension | CodeCode Available | 1 |
| MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts | Feb 25, 2019 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking | Jul 13, 2018 | 2kEntity Linking | CodeCode Available | 1 |
| Improving Entity Linking by Modeling Latent Relations between Mentions | Apr 27, 2018 | Entity Linking | CodeCode Available | 1 |
| Distilling Closed-Source LLM's Knowledge for Locally Stable and Economic Biomedical Entity Linking | May 26, 2025 | Entity LinkingRe-Ranking | —Unverified | 0 |
| Evaluation of LLMs on Long-tail Entity Linking in Historical Documents | May 6, 2025 | Entity LinkingRelation Extraction | —Unverified | 0 |
| Cross-Document Contextual Coreference Resolution in Knowledge Graphs | Apr 8, 2025 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Explainable ICD Coding via Entity Linking | Mar 26, 2025 | Entity Linkingparameter-efficient fine-tuning | —Unverified | 0 |
| Entity-aware Cross-lingual Claim Detection for Automated Fact-checking | Mar 19, 2025 | Entity LinkingFact Checking | CodeCode Available | 0 |
| Leveraging Knowledge Graphs and LLMs for Context-Aware Messaging | Mar 12, 2025 | Entity LinkingEvent Detection | —Unverified | 0 |
| Vision-Language Models Struggle to Align Entities across Modalities | Mar 5, 2025 | AttributeCode Generation | —Unverified | 0 |
| Musical Heritage Historical Entity Linking | Feb 13, 2025 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Entity Linking using LLMs for Automated Product Carbon Footprint Estimation | Feb 11, 2025 | Entity Linking | —Unverified | 0 |
| Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation | Jan 24, 2025 | Contrastive LearningEntity Linking | —Unverified | 0 |
| MedCT: A Clinical Terminology Graph for Generative AI Applications in Healthcare | Jan 11, 2025 | DiagnosticEntity Linking | —Unverified | 0 |
| Audiopedia: Audio QA with Knowledge | Dec 29, 2024 | Audio Question AnsweringEntity Linking | CodeCode Available | 0 |
| Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking | Dec 18, 2024 | Entity Linking | CodeCode Available | 0 |
| Unsupervised Named Entity Disambiguation for Low Resource Domains | Dec 13, 2024 | AvgEntity Disambiguation | CodeCode Available | 0 |
| Multi-level Matching Network for Multimodal Entity Linking | Dec 11, 2024 | Contrastive LearningEntity Linking | CodeCode Available | 0 |
| VP-MEL: Visual Prompts Guided Multimodal Entity Linking | Dec 9, 2024 | Entity LinkingInformation Retrieval | —Unverified | 0 |
| Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality | Nov 18, 2024 | Entity LinkingKnowledge Graph Embeddings | —Unverified | 0 |
| JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase | Nov 5, 2024 | Entity EmbeddingsEntity Linking | —Unverified | 0 |
| OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models | Oct 31, 2024 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Visual Text Matters: Improving Text-KVQA with Visual Text Entity Knowledge-aware Large Multimodal Assistant | Oct 24, 2024 | Entity LinkingQuestion Answering | CodeCode Available | 0 |
| DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG | Oct 15, 2024 | Entity LinkingRAG | CodeCode Available | 0 |
| TIGER: Temporally Improved Graph Entity Linker | Oct 11, 2024 | Entity LinkingKnowledge Graphs | CodeCode Available | 0 |
| MELO: An Evaluation Benchmark for Multilingual Entity Linking of Occupations | Oct 10, 2024 | Entity LinkingSentence | CodeCode Available | 0 |
| M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking | Oct 8, 2024 | Entity Linking | —Unverified | 0 |
| INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Large Language Models and Ensemble Learning | Sep 28, 2024 | Clinical KnowledgeEnsemble Learning | CodeCode Available | 0 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 |
| Real World Conversational Entity Linking Requires More Than Zeroshots | Sep 2, 2024 | Entity Linking | CodeCode Available | 0 |
| DAC: Decomposed Automation Correction for Text-to-SQL | Aug 16, 2024 | Entity LinkingText to SQL | CodeCode Available | 0 |
| FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments | Jul 13, 2024 | Entity LinkingNatural Language Inference | CodeCode Available | 0 |
| VRDSynth: Synthesizing Programs for Multilingual Visually Rich Document Information Extraction | Jul 9, 2024 | Entity LinkingProgram Synthesis | —Unverified | 0 |
| Hybrid X-Linker: Automated Data Generation and Extreme Multi-label Ranking for Biomedical Entity Linking | Jul 8, 2024 | Entity Linking | CodeCode Available | 0 |
| SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in Decoding | Jun 29, 2024 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 0 |
| CLIMATELI: Evaluating Entity Linking on Climate Change Data | Jun 24, 2024 | Entity Linking | —Unverified | 0 |
| Mathematical Entities: Corpora and Benchmarks | Jun 17, 2024 | Definition ExtractionEntity Linking | CodeCode Available | 0 |
| Learning from Natural Language Explanations for Generalizable Entity Matching | Jun 13, 2024 | Binary ClassificationDomain Generalization | —Unverified | 0 |
| Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking | Jun 4, 2024 | Entity LinkingKnowledge Distillation | CodeCode Available | 0 |
| Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques | May 24, 2024 | AnatomyEntity Disambiguation | —Unverified | 0 |
| Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval | May 21, 2024 | 2kEntity Linking | —Unverified | 0 |
| Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia Corpus | May 20, 2024 | Entity Linking | CodeCode Available | 0 |
| Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models | Apr 30, 2024 | Entity LinkingFact Verification | CodeCode Available | 0 |
| Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input | Apr 29, 2024 | Entity Linking | —Unverified | 0 |
| 2M-NER: Contrastive Learning for Multilingual and Multimodal NER with Language and Modal Fusion | Apr 26, 2024 | Contrastive LearningEntity Linking | —Unverified | 0 |
| Unified Examination of Entity Linking in Absence of Candidate Sets | Apr 17, 2024 | Entity Linking | CodeCode Available | 0 |
| ClinLinker: Medical Entity Linking of Clinical Concept Mentions in Spanish | Apr 9, 2024 | Contrastive LearningEntity Linking | —Unverified | 0 |
| DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking | Apr 7, 2024 | Contrastive LearningEntity Linking | CodeCode Available | 0 |
| Information Retrieval with Entity Linking | Apr 7, 2024 | Entity LinkingInformation Retrieval | —Unverified | 0 |
