| WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types | Apr 13, 2022 | Entity Linking | CodeCode Available | 1 |
| Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning | Apr 11, 2022 | DecoderEntity Linking | CodeCode Available | 1 |
| BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model | Apr 8, 2022 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking | Feb 27, 2022 | Entity LinkingProfile Generation | CodeCode Available | 1 |
| Text Classification Models for Form Entity Linking | Dec 14, 2021 | ClassificationDiversity | CodeCode Available | 1 |
| Named Entity Recognition for Entity Linking: What Works and What’s Next | Nov 1, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| REBEL: Relation Extraction By End-to-end Language generation | Oct 29, 2021 | Entity LinkingJoint Entity and Relation Extraction | CodeCode Available | 1 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 |
| RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Sep 17, 2021 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| Phrase Retrieval Learns Passage Retrieval, Too | Sep 16, 2021 | Entity LinkingOpen-Domain Question Answering | CodeCode Available | 1 |
| MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations | Sep 13, 2021 | Entity LinkingEntity Retrieval | CodeCode Available | 1 |
| Highly Parallel Autoregressive Entity Linking with Discriminative Correction | Sep 8, 2021 | DecoderEntity Disambiguation | 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 |
| Entity Linking and Discovery via Arborescence-based Supervised Clustering | Sep 2, 2021 | ClusteringEntity Linking | 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 |
| SoMeSci- A 5 Star Open Data Gold Standard Knowledge Graph of Software Mentions in Scientific Articles | Aug 20, 2021 | ArticlesEntity Disambiguation | 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 |
| User-friendly Comparison of Similarity Algorithms on Wikidata | Aug 11, 2021 | Entity LinkingKnowledge Graphs | CodeCode Available | 1 |
| CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet | Aug 1, 2021 | Entity LinkingEntity Typing | 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 |
| LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking | Jun 17, 2021 | Entity LinkingInductive Bias | CodeCode Available | 1 |
| Improving Entity Linking through Semantic Reinforced Entity Embeddings | Jun 16, 2021 | ArticlesEntity Embeddings | CodeCode Available | 1 |
| Biomedical Entity Linking with Contrastive Context Matching | Jun 14, 2021 | ArticlesContrastive Learning | CodeCode Available | 1 |
| Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking | May 30, 2021 | Cross-Lingual TransferEntity Linking | CodeCode Available | 1 |
| Visual FUDGE: Form Understanding via Dynamic Graph Editing | May 17, 2021 | Entity LinkingForm | CodeCode Available | 1 |
| Conversational Entity Linking: Problem Definition and Datasets | May 11, 2021 | Entity LinkingInformation Retrieval | CodeCode Available | 1 |
| Rare Disease Identification from Clinical Notes with Ontologies and Weak Supervision | May 5, 2021 | Entity Linking | CodeCode Available | 1 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | 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 |
| Understanding Hard Negatives in Noise Contrastive Estimation | Apr 13, 2021 | Entity LinkingRetrieval | CodeCode Available | 1 |
| Multimodal Entity Linking for Tweets | Apr 7, 2021 | Entity Linking | CodeCode Available | 1 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | Jan 25, 2021 | Entity LinkingSentence | CodeCode Available | 1 |
| Robustness Gym: Unifying the NLP Evaluation Landscape | Jan 13, 2021 | Entity Linking | CodeCode Available | 1 |
| A Lightweight Neural Model for Biomedical Entity Linking | Dec 16, 2020 | Entity Linkingmodel | CodeCode Available | 1 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Self-Alignment Pretraining for Biomedical Entity Representations | Oct 22, 2020 | BenchmarkingEntity Linking | CodeCode Available | 1 |
| Zero-shot Entity Linking with Efficient Long Range Sequence Modeling | Oct 12, 2020 | Entity LinkingPosition | CodeCode Available | 1 |
| COMETA: A Corpus for Medical Entity Linking in the Social Media | Oct 7, 2020 | DiversityEntity Linking | CodeCode Available | 1 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| DWIE: an entity-centric dataset for multi-task document-level information extraction | Sep 26, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| KILT: a Benchmark for Knowledge Intensive Language Tasks | Sep 4, 2020 | Entity LinkingFact Checking | CodeCode Available | 1 |
| From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains | Jul 1, 2020 | Entity Linkingtext annotation | CodeCode Available | 1 |
| Information Extraction of Clinical Trial Eligibility Criteria | Jun 12, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| REL: An Entity Linker Standing on the Shoulders of Giants | Jun 2, 2020 | Entity LinkingRetrieval | CodeCode Available | 1 |
| RuBQ: A Russian Dataset for Question Answering over Wikidata | May 21, 2020 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| Soft Gazetteers for Low-Resource Named Entity Recognition | May 4, 2020 | Cross-Lingual Entity LinkingEntity Linking | 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 |
| Improving Candidate Generation for Low-resource Cross-lingual Entity Linking | Mar 3, 2020 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 1 |
