| 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 |
| Multimodal Knowledge Learning for Named Entity Disambiguation | Aug 17, 2021 | Entity DisambiguationMeta-Learning | —Unverified | 0 |
| Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference | Aug 1, 2021 | BenchmarkingClustering | CodeCode Available | 0 |
| Biomedical Interpretable Entity Representations | Jun 17, 2021 | Entity DisambiguationRepresentation Learning | CodeCode Available | 0 |
| Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP | Jun 12, 2021 | Entity DisambiguationEntity Retrieval | CodeCode Available | 1 |
| Medical Entity Disambiguation Using Graph Neural Networks | Apr 3, 2021 | Decision MakingEntity Disambiguation | —Unverified | 0 |
| Type Prediction Systems | Apr 2, 2021 | Entity DisambiguationKnowledge Base Question Answering | —Unverified | 0 |
| Multilingual Autoregressive Entity Linking | Mar 23, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Fast and Effective Biomedical Entity Linking Using a Dual Encoder | Mar 8, 2021 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| An Unsupervised Language-Independent Entity Disambiguation Method and its Evaluation on the English and Persian Languages | Jan 31, 2021 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| KOSMOS: Knowledge-graph Oriented Social media and Mainstream media Overview System | Dec 11, 2020 | ArticlesClustering | —Unverified | 0 |
| Knowledge-Enhanced Named Entity Disambiguation for Short Text | Dec 1, 2020 | Entity DisambiguationInformation Retrieval | —Unverified | 0 |
| 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 |
| PNEL: Pointer Network based End-To-End Entity Linking over Knowledge Graphs | Aug 31, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Evaluating the Impact of Knowledge Graph Context on Entity Disambiguation Models | Aug 12, 2020 | Entity Disambiguation | CodeCode Available | 1 |
| Is Language Modeling Enough? Evaluating Effective Embedding Combinations | May 1, 2020 | Entity DisambiguationGeneral Classification | —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 |
| A Recurrent Model for Collective Entity Linking with Adaptive Features | Apr 3, 2020 | Deep LearningEntity Disambiguation | CodeCode Available | 0 |
| Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach | Mar 24, 2020 | ArticlesAttribute | —Unverified | 0 |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking | Mar 11, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| End-to-End Entity Linking and Disambiguation leveraging Word and Knowledge Graph Embeddings | Feb 25, 2020 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Is Aligning Embedding Spaces a Challenging Task? A Study on Heterogeneous Embedding Alignment Methods | Feb 21, 2020 | Entity DisambiguationKnowledge Graph Completion | —Unverified | 0 |
| Improving Entity Linking by Modeling Latent Entity Type Information | Jan 6, 2020 | Entity DisambiguationEntity Embeddings | —Unverified | 0 |
| LATTE: Latent Type Modeling for Biomedical Entity Linking | Nov 21, 2019 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Contextualized End-to-End Neural Entity Linking | Nov 10, 2019 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Learning Dynamic Context Augmentation for Global Entity Linking | Sep 4, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Global Entity Disambiguation with BERT | Sep 1, 2019 | Entity DisambiguationLanguage Modelling | CodeCode Available | 1 |
| EntEval: A Holistic Evaluation Benchmark for Entity Representations | Aug 31, 2019 | Entity DisambiguationEntity Typing | CodeCode Available | 0 |
| Representing text as abstract images enables image classifiers to also simultaneously classify text | Aug 19, 2019 | ClassificationEntity Disambiguation | —Unverified | 0 |
| Entity-aware ELMo: Learning Contextual Entity Representation for Entity Disambiguation | Aug 14, 2019 | Entity DisambiguationLanguage Modeling | —Unverified | 0 |
| Improving Neural Entity Disambiguation with Graph Embeddings | Jul 1, 2019 | ArticlesEntity Disambiguation | —Unverified | 0 |
| Neural Relation Extraction for Knowledge Base Enrichment | Jul 1, 2019 | DecoderEntity Disambiguation | —Unverified | 0 |
| Wikipedia as a Resource for Text Analysis and Retrieval | Jul 1, 2019 | Clusteringcoreference-resolution | —Unverified | 0 |
| Uncovering the Semantics of Wikipedia Categories | Jun 28, 2019 | Entity DisambiguationKnowledge Graphs | CodeCode Available | 0 |
| Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning | Jun 20, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Boosting Entity Linking Performance by Leveraging Unlabeled Documents | Jun 4, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Improving Knowledge Base Construction from Robust Infobox Extraction | Jun 1, 2019 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts | Apr 16, 2019 | DecoderEntity Disambiguation | CodeCode Available | 0 |
| Joint Entity Linking with Deep Reinforcement Learning | Feb 1, 2019 | Deep Reinforcement LearningEntity Disambiguation | —Unverified | 0 |
| Entity Synonym Discovery via Multipiece Bilateral Context Matching | Dec 31, 2018 | Entity Disambiguation | CodeCode Available | 0 |
| Discovering Entities with Just a Little Help from You | Oct 24, 2018 | Entity DisambiguationRetrieval | —Unverified | 0 |
| Named Entity Disambiguation using Deep Learning on Graphs | Oct 22, 2018 | Deep LearningEntity Disambiguation | CodeCode Available | 0 |
| Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation | Oct 1, 2018 | AllData Augmentation | CodeCode Available | 0 |
| Harnessing Historical Corrections to build Test Collections for Named Entity Disambiguation | Aug 27, 2018 | Entity Disambiguation | —Unverified | 0 |
| End-to-End Neural Entity Linking | Aug 23, 2018 | Entity DisambiguationEntity Embeddings | CodeCode Available | 0 |
| Story Disambiguation: Tracking Evolving News Stories across News and Social Streams | Aug 16, 2018 | ArticlesEntity Disambiguation | —Unverified | 0 |
| Pangloss: Fast Entity Linking in Noisy Text Environments | Jul 16, 2018 | ArticlesEntity Disambiguation | —Unverified | 0 |
