| RAKG:Document-level Retrieval Augmented Knowledge Graph Construction | Apr 14, 2025 | coreference-resolutionCoreference Resolution | CodeCode Available | 3 |
| Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning | May 23, 2023 | Code GenerationConstituency Parsing | CodeCode Available | 2 |
| ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 |
| Improving Entity Disambiguation by Reasoning over a Knowledge Base | Jul 8, 2022 | Entity DisambiguationEntity Linking | CodeCode Available | 2 |
| Newswire: A Large-Scale Structured Database of a Century of Historical News | Jun 13, 2024 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking | Apr 19, 2024 | Benchmarkingcoreference-resolution | CodeCode Available | 1 |
| KILM: Knowledge Injection into Encoder-Decoder Language Models | Feb 17, 2023 | DecoderEntity Disambiguation | CodeCode Available | 1 |
| Entity Disambiguation with Entity Definitions | Oct 11, 2022 | Entity Disambiguation | CodeCode Available | 1 |
| Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases | Oct 1, 2022 | Entity DisambiguationForm | CodeCode Available | 1 |
| ExtEnD: Extractive Entity Disambiguation | May 1, 2022 | Entity Disambiguation | CodeCode Available | 1 |
| LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs | Apr 20, 2022 | Conversational Question AnsweringDialogue Generation | CodeCode Available | 1 |
| Named Entity Recognition for Entity Linking: What Works and What’s Next | Nov 1, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Cross-Domain Data Integration for Named Entity Disambiguation in Biomedical Text | Oct 15, 2021 | Data IntegrationEntity Disambiguation | CodeCode Available | 1 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | Sep 8, 2021 | DecoderEntity Disambiguation | CodeCode Available | 1 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| Beyond NED: Fast and Effective Search Space Reduction for Complex Question Answering over Knowledge Bases | Aug 19, 2021 | Entity DisambiguationKnowledge Graphs | CodeCode Available | 1 |
| Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP | Jun 12, 2021 | Entity DisambiguationEntity Retrieval | CodeCode Available | 1 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation | Oct 20, 2020 | Entity DisambiguationRelation Extraction | CodeCode Available | 1 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models | Aug 12, 2020 | Entity Disambiguation | CodeCode Available | 1 |
| Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale Datasets | May 1, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking | Mar 11, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Global Entity Disambiguation with BERT | Sep 1, 2019 | Entity DisambiguationLanguage Modelling | CodeCode Available | 1 |
| Deep Joint Entity Disambiguation with Local Neural Attention | Apr 17, 2017 | Deep LearningEntity Disambiguation | CodeCode Available | 1 |
| AI's Blind Spots: Geographic Knowledge and Diversity Deficit in Generated Urban Scenario | Jun 20, 2025 | DiversityEntity Disambiguation | —Unverified | 0 |
| Verify-in-the-Graph: Entity Disambiguation Enhancement for Complex Claim Verification with Interactive Graph Representation | May 29, 2025 | Claim VerificationEntity Disambiguation | —Unverified | 0 |
| RoleRAG: Enhancing LLM Role-Playing via Graph Guided Retrieval | May 24, 2025 | AttributeEntity Disambiguation | —Unverified | 0 |
| Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation | May 16, 2025 | Entity Disambiguation | —Unverified | 0 |
| A Grounded Memory System For Smart Personal Assistants | May 9, 2025 | Entity DisambiguationImage Captioning | —Unverified | 0 |
| Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation | May 5, 2025 | Entity DisambiguationHallucination | —Unverified | 0 |
| Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability | Apr 5, 2025 | Entity Disambiguationnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition in Context | Mar 26, 2025 | Entity Disambiguationnamed-entity-recognition | —Unverified | 0 |
| FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework | Feb 4, 2025 | Entity DisambiguationFew-Shot Learning | CodeCode Available | 0 |
| Enriching Social Science Research via Survey Item Linking | Dec 20, 2024 | BenchmarkingEntity Disambiguation | CodeCode Available | 0 |
| Unsupervised Named Entity Disambiguation for Low Resource Domains | Dec 13, 2024 | AvgEntity Disambiguation | CodeCode Available | 0 |
| Accelerating Knowledge Graph and Ontology Engineering with Large Language Models | Nov 14, 2024 | Entity Disambiguation | —Unverified | 0 |
| NER-Luxury: Named entity recognition for the fashion and luxury domain | Sep 24, 2024 | Entity Disambiguationnamed-entity-recognition | —Unverified | 0 |
| Evaluating LLMs on Entity Disambiguation in Tables | Aug 12, 2024 | DecoderEntity Disambiguation | —Unverified | 0 |
| Contrastive Entity Coreference and Disambiguation for Historical Texts | Jun 21, 2024 | Articlescoreference-resolution | —Unverified | 0 |
| Large Language Models and Knowledge Graphs for Astronomical Entity Disambiguation | Jun 17, 2024 | ClusteringEntity Disambiguation | —Unverified | 0 |
| Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques | May 24, 2024 | AnatomyEntity Disambiguation | —Unverified | 0 |
| Entity Disambiguation via Fusion Entity Decoding | Apr 2, 2024 | DecoderEntity Disambiguation | —Unverified | 0 |
| EntGPT: Linking Generative Large Language Models with Knowledge Bases | Feb 9, 2024 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency | Nov 6, 2023 | Entity Disambiguation | —Unverified | 0 |
| Universal Knowledge Graph Embeddings | Oct 23, 2023 | Entity DisambiguationGraph Embedding | CodeCode Available | 0 |
| A Read-and-Select Framework for Zero-shot Entity Linking | Oct 19, 2023 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Direct Fact Retrieval from Knowledge Graphs without Entity Linking | May 21, 2023 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings | May 19, 2023 | Entity DisambiguationEntity Linking | —Unverified | 0 |
