| LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World | Jun 1, 2025 | document understandingEntity 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| Evaluation of LLMs on Long-tail Entity Linking in Historical Documents | May 6, 2025 | Entity LinkingRelation Extraction | —Unverified | 0 |
| KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking | Apr 21, 2025 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 |
| 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 |
| OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting | Oct 10, 2024 | Entity LinkingFew-Shot Learning | CodeCode Available | 1 |
| M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking | Oct 8, 2024 | Entity Linking | —Unverified | 0 |
| Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding | Sep 29, 2024 | document understandingEntity Linking | CodeCode Available | 1 |
| 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 |
| OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs | Sep 8, 2024 | Entity LinkingRAG | CodeCode Available | 2 |
| Real World Conversational Entity Linking Requires More Than Zeroshots | Sep 2, 2024 | Entity Linking | CodeCode Available | 0 |
| Learning from Negative Samples in Generative Biomedical Entity Linking | Aug 29, 2024 | Entity Linking | CodeCode Available | 1 |
| DAC: Decomposed Automation Correction for Text-to-SQL | Aug 16, 2024 | Entity LinkingText to SQL | CodeCode Available | 0 |
| ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget | Jul 31, 2024 | Document-level Closed Information ExtractionEntity Linking | CodeCode Available | 3 |
| UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models | Jul 23, 2024 | Entity Linkingmultimodal interaction | CodeCode Available | 1 |
| 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 |
| LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking | Jul 4, 2024 | Data AugmentationEntity Linking | CodeCode Available | 1 |
| 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 |
| SNOBERT: A Benchmark for clinical notes entity linking in the SNOMED CT clinical terminology | May 25, 2024 | Entity Linking | CodeCode Available | 1 |
| 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 |
