| End-to-end Biomedical Entity Linking with Span-based Dictionary Matching | Apr 21, 2021 | Entity Linking | —Unverified | 0 |
| Improving Biomedical Pretrained Language Models with Knowledge | Apr 21, 2021 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| Low-Rank Subspaces for Unsupervised Entity Linking | Apr 18, 2021 | Entity Linking | CodeCode Available | 0 |
| Improving Zero-Shot Multi-Lingual Entity Linking | Apr 16, 2021 | Entity Linking | —Unverified | 0 |
| 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 |
| Evaluation of Unsupervised Entity and Event Salience Estimation | Apr 14, 2021 | Entity Linking | CodeCode Available | 0 |
| 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 |
| Medical Entity Disambiguation Using Graph Neural Networks | Apr 3, 2021 | Decision MakingEntity Disambiguation | —Unverified | 0 |
| Slav-NER: the 3rd Cross-lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages | Apr 1, 2021 | Cross-Lingual Entity LinkingEntity Linking | —Unverified | 0 |
| Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering | Apr 1, 2021 | Entity LinkingInformation Retrieval | —Unverified | 0 |
| Complex Question Answering on knowledge graphs using machine translation and multi-task learning | Apr 1, 2021 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Toward Tweet Entity Linking with Heterogeneous Information Networks | Mar 23, 2021 | Entity LinkingMetric Learning | CodeCode Available | 0 |
| Multilingual Autoregressive Entity Linking | Mar 23, 2021 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| KGSynNet: A Novel Entity Synonyms Discovery Framework with Knowledge Graph | Mar 16, 2021 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Improving Zero-Shot Entity Retrieval through Effective Dense Representations | Mar 6, 2021 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Better Call the Plumber: Orchestrating Dynamic Information Extraction Pipelines | Feb 22, 2021 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages | Jan 31, 2021 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Joint Coreference Resolution and Character Linking for Multiparty Conversation | Jan 27, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Recent Trends in Named Entity Recognition (NER) | Jan 25, 2021 | Deep LearningEntity Linking | —Unverified | 0 |
| CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata | Jan 25, 2021 | Entity LinkingSentence | CodeCode Available | 1 |
| Better Together -- An Ensemble Learner for Combining the Results of Ready-made Entity Linking Systems | Jan 14, 2021 | Entity Linking | —Unverified | 0 |
| On the Temporality of Priors in Entity Linking | Jan 14, 2021 | Entity Linking | —Unverified | 0 |
| Robustness Gym: Unifying the NLP Evaluation Landscape | Jan 13, 2021 | Entity Linking | CodeCode Available | 1 |
| Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking | Jan 7, 2021 | Entity LinkingMachine Reading Comprehension | —Unverified | 0 |
| Reddit Entity Linking Dataset | Jan 4, 2021 | Entity Linking | —Unverified | 0 |
| Medical Entity Linking using Triplet Network | Dec 21, 2020 | Entity LinkingTriplet | —Unverified | 0 |
| A Lightweight Neural Model for Biomedical Entity Linking | Dec 16, 2020 | Entity Linkingmodel | CodeCode Available | 1 |
| Leveraging Abstract Meaning Representation for Knowledge Base Question Answering | Dec 3, 2020 | Abstract Meaning RepresentationEntity Linking | —Unverified | 0 |
| TrainX -- Named Entity Linking with Active Sampling and Bi-Encoders | Dec 1, 2020 | Entity Linking | CodeCode Available | 0 |
| Exploring Neural Entity Representations for Semantic Information | Nov 17, 2020 | Entity Linking | CodeCode Available | 0 |
| Entity Linking in 100 Languages | Nov 5, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Exhaustive Entity Recognition for Coptic: Challenges and Solutions | Nov 3, 2020 | Entity LinkingNER | —Unverified | 0 |
| Tough Tables: Carefully Evaluating Entity Linking for Tabular Data | Nov 1, 2020 | Cell Entity AnnotationColumn Type Annotation | CodeCode Available | 0 |
| Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text | Nov 1, 2020 | Entity LinkingEntity Typing | —Unverified | 0 |
| Tweeki: Linking Named Entities on Twitter to a Knowledge Graph | Nov 1, 2020 | Entity Linking | —Unverified | 0 |
| Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! | Nov 1, 2020 | Entity LinkingGraph Neural Network | —Unverified | 0 |
| In Media Res: A Corpus for Evaluating Named Entity Linking with Creative Works | Nov 1, 2020 | Entity Linking | CodeCode Available | 0 |
| Joint Intent Detection and Entity Linking on Spatial Domain Queries | Nov 1, 2020 | Entity LinkingIntent Detection | —Unverified | 0 |
| Disease Normalization with Graph Embeddings | Oct 24, 2020 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Self-Alignment Pretraining for Biomedical Entity Representations | Oct 22, 2020 | BenchmarkingEntity Linking | CodeCode Available | 1 |
| Clustering-based Inference for Biomedical Entity Linking | Oct 21, 2020 | ClusteringEntity Linking | —Unverified | 0 |
| Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas | Oct 21, 2020 | AttributeEntity Linking | —Unverified | 0 |
| Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking | Oct 19, 2020 | Cross-Lingual TransferEntity Linking | CodeCode Available | 0 |
| What more can Entity Linking do for Question Answering? | Oct 15, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| 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 |
| Efficient One-Pass End-to-End Entity Linking for Questions | Oct 6, 2020 | CPUEntity Linking | CodeCode Available | 2 |
| Autoregressive Entity Retrieval | Oct 2, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
