| Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking | Feb 14, 2023 | ArticlesEntity Linking | 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 |
| A Lightweight Neural Model for Biomedical Entity Linking | Dec 16, 2020 | Entity Linkingmodel | CodeCode Available | 1 |
| Robustness Gym: Unifying the NLP Evaluation Landscape | Jan 13, 2021 | Entity Linking | CodeCode Available | 1 |
| A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems | May 24, 2023 | Entity Linking | CodeCode Available | 1 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| Soft Gazetteers for Low-Resource Named Entity Recognition | May 4, 2020 | Cross-Lingual Entity LinkingEntity Linking | 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 |
| Text Classification Models for Form Entity Linking | Dec 14, 2021 | ClassificationDiversity | CodeCode Available | 1 |
| L+M-24: Building a Dataset for Language + Molecules @ ACL 2024 | Feb 22, 2024 | Entity LinkingProperty Prediction | CodeCode Available | 1 |
| Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution | Aug 30, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Understanding Hard Negatives in Noise Contrastive Estimation | Apr 13, 2021 | Entity LinkingRetrieval | CodeCode Available | 1 |
| DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases | Sep 30, 2022 | Entity LinkingQuestion Answering | CodeCode Available | 1 |
| Conversational Entity Linking: Problem Definition and Datasets | May 11, 2021 | Entity LinkingInformation Retrieval | CodeCode Available | 1 |
| Doc2Graph: a Task Agnostic Document Understanding Framework based on Graph Neural Networks | Aug 23, 2022 | Document Layout Analysisdocument understanding | CodeCode Available | 1 |
| CleanCoNLL: A Nearly Noise-Free Named Entity Recognition Dataset | Oct 24, 2023 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| COMETA: A Corpus for Medical Entity Linking in the Social Media | Oct 7, 2020 | DiversityEntity Linking | CodeCode Available | 1 |
| EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph | Oct 21, 2022 | Entity Linking | CodeCode Available | 1 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| ELEVANT: A Fully Automatic Fine-Grained Entity Linking Evaluation and Analysis Tool | Aug 15, 2022 | Entity Linking | CodeCode Available | 1 |
| Entity Linking over Nested Named Entities for Russian | Jun 1, 2022 | Entity Linking | CodeCode Available | 1 |
| Entity Linking via Explicit Mention-Mention Coreference Modeling | Jul 1, 2022 | Entity LinkingRe-Ranking | CodeCode Available | 1 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders | Apr 16, 2021 | Contrastive LearningCross-Lingual Semantic Textual Similarity | CodeCode Available | 1 |
| Generative Multimodal Entity Linking | Jun 22, 2023 | Entity LinkingIn-Context Learning | CodeCode Available | 1 |
| GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generation | Feb 28, 2023 | Dialogue EvaluationDialogue Generation | CodeCode Available | 1 |
| Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking | Jul 13, 2018 | 2kEntity Linking | CodeCode Available | 1 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | Sep 8, 2021 | DecoderEntity Disambiguation | CodeCode Available | 1 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | Jan 25, 2021 | Entity LinkingSentence | CodeCode Available | 1 |
| DWIE: an entity-centric dataset for multi-task document-level information extraction | Sep 26, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Improving Entity Linking through Semantic Reinforced Entity Embeddings | Jun 16, 2021 | ArticlesEntity Embeddings | CodeCode Available | 1 |
| BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks | Sep 6, 2021 | Entity Linking | CodeCode Available | 1 |
| Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution | Jul 5, 2021 | coreference-resolutionCoreference Resolution | 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 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 |
| Kuaipedia: a Large-scale Multi-modal Short-video Encyclopedia | Oct 28, 2022 | Entity LinkingEntity Typing | CodeCode Available | 1 |
| LEMONADE: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World | Jun 1, 2025 | document understandingEntity Linking | CodeCode Available | 1 |
| BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model | Apr 8, 2022 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking | Jun 17, 2021 | Entity LinkingInductive Bias | CodeCode Available | 1 |
| MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts | Feb 25, 2019 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Biomedical Entity Linking with Contrastive Context Matching | Jun 14, 2021 | ArticlesContrastive Learning | CodeCode Available | 1 |
| MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility Domain | Aug 16, 2021 | Entity LinkingMulti-Task Learning | CodeCode Available | 1 |
| Multi-Grained Multimodal Interaction Network for Entity Linking | Jul 19, 2023 | Contrastive LearningDescriptive | CodeCode Available | 1 |
| Multilingual End to End Entity Linking | Jun 15, 2023 | Entity Linking | CodeCode Available | 1 |
| A Language Model based Framework for New Concept Placement in Ontologies | Feb 27, 2024 | Contrastive LearningEntity Linking | CodeCode Available | 1 |
| 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 |
| Open-domain Visual Entity Recognition: Towards Recognizing Millions of Wikipedia Entities | Feb 22, 2023 | Entity LinkingFine-Grained Image Recognition | CodeCode Available | 1 |
| Personal Entity, Concept, and Named Entity Linking in Conversations | Jun 15, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction | Oct 17, 2023 | Entity LinkingKey Information Extraction | CodeCode Available | 1 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
