| BENNERD: A Neural Named Entity Linking System for COVID-19 | Oct 1, 2020 | Entity LinkingNER | —Unverified | 0 |
| 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 |
| PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs | Aug 31, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Multi-modal Information Extraction from Text, Semi-structured, and Tabular Data on the Web | Jul 1, 2020 | document understandingEntity Linking | —Unverified | 0 |
| Clinical Concept Linking with Contextualized Neural Representations | Jul 1, 2020 | Entity Linking | —Unverified | 0 |
| From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains | Jul 1, 2020 | Entity Linkingtext annotation | CodeCode Available | 1 |
| XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference | Jun 24, 2020 | Entity Linking | —Unverified | 0 |
| Towards User Friendly Medication Mapping Using Entity-Boosted Two-Tower Neural Network | Jun 17, 2020 | ClusteringDescriptive | —Unverified | 0 |
| 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 |
| Neural Entity Linking: A Survey of Models Based on Deep Learning | May 31, 2020 | Deep LearningEntity Embeddings | —Unverified | 0 |
| Noise Robust Named Entity Understanding for Voice Assistants | May 29, 2020 | domain classificationEntity Linking | —Unverified | 0 |
| Empirical Evaluation of Pretraining Strategies for Supervised Entity Linking | May 28, 2020 | Entity Linking | —Unverified | 0 |
| RuBQ: A Russian Dataset for Question Answering over Wikidata | May 21, 2020 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| Neural Entity Linking on Technical Service Tickets | May 15, 2020 | Entity LinkingSentence | —Unverified | 0 |
| FarsBase-KBP: A Knowledge Base Population System for the Persian Knowledge Graph | May 4, 2020 | BenchmarkingEntity Linking | —Unverified | 0 |
| Soft Gazetteers for Low-Resource Named Entity Recognition | May 4, 2020 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 1 |
| Understanding Scanned Receipts | May 4, 2020 | Entity LinkingInformation Retrieval | —Unverified | 0 |
| Design Challenges in Low-resource Cross-lingual Entity Linking | May 2, 2020 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 0 |
| Fintan - Flexible, Integrated Transformation and Annotation eNgineering | May 1, 2020 | Entity LinkingManagement | —Unverified | 0 |
| Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction | May 1, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Towards Entity Spaces | May 1, 2020 | Entity LinkingWord Embeddings | —Unverified | 0 |
| Building a Multimodal Entity Linking Dataset From Tweets | May 1, 2020 | Entity LinkingEvent Detection | —Unverified | 0 |
| WN-Salience: A Corpus of News Articles with Entity Salience Annotations | May 1, 2020 | ArticlesEntity Linking | —Unverified | 0 |
| CLEEK: A Chinese Long-text Corpus for Entity Linking | May 1, 2020 | Entity LinkingKnowledge Base Construction | —Unverified | 0 |
| Hedwig: A Named Entity Linker | May 1, 2020 | Entity Linking | —Unverified | 0 |
| KORE 50\^DYWC: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata, and Crunchbase | May 1, 2020 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Headword-Oriented Entity Linking: A Special Entity Linking Task with Dataset and Baseline | May 1, 2020 | ArticlesEntity Linking | —Unverified | 0 |
| Handling Entity Normalization with no Annotated Corpus: Weakly Supervised Methods Based on Distributional Representation and Ontological Information | May 1, 2020 | BIG-bench Machine LearningEntity Linking | —Unverified | 0 |
| When Shallow is Good Enough: Automatic Assessment of Conceptual Text Complexity using Shallow Semantic Features | May 1, 2020 | Entity Linking | —Unverified | 0 |
| Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale Datasets | May 1, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context | Apr 30, 2020 | Binary ClassificationEntity Linking | CodeCode Available | 0 |
| Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning | Apr 29, 2020 | Entity LinkingKnowledge Base Completion | —Unverified | 0 |
| ParsEL 1.0: Unsupervised Entity Linking in Persian Social Media Texts | Apr 22, 2020 | Entity Linking | —Unverified | 0 |
| Entity Linking via Dual and Cross-Attention Encoders | Apr 7, 2020 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| A Recurrent Model for Collective Entity Linking with Adaptive Features | Apr 3, 2020 | Deep LearningEntity Disambiguation | CodeCode Available | 0 |
| Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency | Mar 23, 2020 | Entity Linking | —Unverified | 0 |
| 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 |
| The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources | Mar 2, 2020 | Entity Extraction using GANEntity Linking | —Unverified | 0 |
| End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings | Feb 25, 2020 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Joint Embedding in Named Entity Linking on Sentence Level | Feb 12, 2020 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| PEL-BERT: A Joint Model for Protocol Entity Linking | Jan 28, 2020 | DescriptiveEntity Linking | —Unverified | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Improving Entity Linking by Modeling Latent Entity Type Information | Jan 6, 2020 | Entity DisambiguationEntity Embeddings | —Unverified | 0 |
| Encoding Knowledge Graph Entity Aliases in Attentive Neural Network for Wikidata Entity Linking | Dec 12, 2019 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Simultaneously Linking Entities and Extracting Relations from Biomedical Text Without Mention-level Supervision | Dec 2, 2019 | Entity LinkingRelation | —Unverified | 0 |
| Event Centric Entity Linking for Hindi News Articles: A Knowledge Graph Based Approach | Dec 1, 2019 | ArticlesEntity Linking | —Unverified | 0 |
| LATTE: Latent Type Modeling for Biomedical Entity Linking | Nov 21, 2019 | Entity DisambiguationEntity Linking | —Unverified | 0 |
