| Contextualized End-to-End Neural Entity Linking | Nov 10, 2019 | Entity DisambiguationEntity Linking | —Unverified | 0 |
| Scalable Zero-shot Entity Linking with Dense Entity Retrieval | Nov 10, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 2 |
| E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT | Nov 9, 2019 | Entity EmbeddingsEntity Linking | CodeCode Available | 0 |
| KnowledgeNet: A Benchmark Dataset for Knowledge Base Population | Nov 1, 2019 | Entity LinkingKnowledge Base Population | CodeCode Available | 0 |
| Fine-Grained Evaluation for Entity Linking | Nov 1, 2019 | Entity Linking | —Unverified | 0 |
| An ensemble CNN method for biomedical entity normalization | Nov 1, 2019 | Entity LinkingMedical Concept Normalization | CodeCode Available | 0 |
| Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining | Nov 1, 2019 | Cross-Lingual Entity LinkingEntity Linking | —Unverified | 0 |
| Scalable graph-based method for individual named entity identification | Nov 1, 2019 | Entity Linking | —Unverified | 0 |
| Recognizing UMLS Semantic Types with Deep Learning | Nov 1, 2019 | Deep LearningEntity Linking | —Unverified | 0 |
| A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? | Oct 28, 2019 | Entity LinkingKnowledge Graph Embeddings | —Unverified | 0 |
| A Neural Entity Coreference Resolution Review | Oct 21, 2019 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models | Oct 3, 2019 | Entity LinkingRelation Extraction | —Unverified | 0 |
| Towards Zero-resource Cross-lingual Entity Linking | Sep 29, 2019 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 0 |
| Improving Fine-grained Entity Typing with Entity Linking | Sep 26, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Learning Dense Representations for Entity Retrieval | Sep 23, 2019 | Entity LinkingEntity Retrieval | —Unverified | 0 |
| Fine-Grained Entity Typing for Domain Independent Entity Linking | Sep 12, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Knowledge Enhanced Contextual Word Representations | Sep 9, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Learning Dynamic Context Augmentation for Global Entity Linking | Sep 4, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Improving Named Entity Linking Corpora Quality | Sep 1, 2019 | BenchmarkingEntity Linking | —Unverified | 0 |
| Linking Graph Entities with Multiplicity and Provenance | Aug 13, 2019 | AttributeData Integration | —Unverified | 0 |
| The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages | Aug 1, 2019 | Cross-Lingual Entity LinkingEntity Linking | —Unverified | 0 |
| Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts | Aug 1, 2019 | Entity LinkingFew-Shot Learning | —Unverified | 0 |
| Dual-FOFE-net Neural Models for Entity Linking with PageRank | Jul 30, 2019 | ClusteringEntity Linking | —Unverified | 0 |
| Joint Learning of Named Entity Recognition and Entity Linking | Jul 18, 2019 | Entity LinkingMulti-Task Learning | —Unverified | 0 |
| Neural Collective Entity Linking Based on Recurrent Random Walk Network Learning | Jun 20, 2019 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Zero-Shot Entity Linking by Reading Entity Descriptions | Jun 18, 2019 | Entity LinkingReading Comprehension | CodeCode Available | 1 |
| KCAT: A Knowledge-Constraint Typing Annotation Tool | Jun 13, 2019 | Entity LinkingEntity Typing | 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 |
| Biomedical Event Extraction based on Knowledge-driven Tree-LSTM | Jun 1, 2019 | Entity LinkingEvent Extraction | —Unverified | 0 |
| Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text | Jun 1, 2019 | Entity LinkingImplicit Relations | CodeCode Available | 0 |
| ERNIE: Enhanced Language Representation with Informative Entities | May 17, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| Distant Learning for Entity Linking with Automatic Noise Detection | May 17, 2019 | Entity Linking | CodeCode Available | 0 |
| What do Entity-Centric Models Learn? Insights from Entity Linking in Multi-Party Dialogue | May 16, 2019 | Entity Linking | CodeCode Available | 0 |
| OpenTapioca: Lightweight Entity Linking for Wikidata | Apr 19, 2019 | Entity Linking | CodeCode Available | 0 |
| MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts | Feb 25, 2019 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Joint Entity Linking with Deep Reinforcement Learning | Feb 1, 2019 | Deep Reinforcement LearningEntity Disambiguation | —Unverified | 0 |
| Same but Different: Distant Supervision for Predicting and Understanding Entity Linking Difficulty | Dec 13, 2018 | ArticlesEntity Linking | —Unverified | 0 |
| A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions | Dec 5, 2018 | Entity LinkingLearning-To-Rank | —Unverified | 0 |
| Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking | Dec 5, 2018 | Entity Linking | —Unverified | 0 |
| Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision | Nov 27, 2018 | Cross-Lingual Entity LinkingEntity Linking | —Unverified | 0 |
| Scalable graph-based individual named entity identification | Nov 26, 2018 | Entity LinkingGraph Mining | —Unverified | 0 |
| Combining neural and knowledge-based approaches to Named Entity Recognition in Polish | Nov 26, 2018 | Entity Linkingnamed-entity-recognition | —Unverified | 0 |
| Neural Collective Entity Linking | Nov 21, 2018 | Entity Linking | CodeCode Available | 0 |
| Bio-YODIE: A Named Entity Linking System for Biomedical Text | Nov 12, 2018 | Entity Linking | CodeCode Available | 0 |
| Zero-shot Neural Transfer for Cross-lingual Entity Linking | Nov 9, 2018 | Cross-Lingual Entity LinkingEntity Linking | CodeCode Available | 0 |
| Retrieve and Re-rank: A Simple and Effective IR Approach to Simple Question Answering over Knowledge Graphs | Nov 1, 2018 | Entity LinkingInformation Retrieval | —Unverified | 0 |
| An End-to-End Multi-task Learning Model for Fact Checking | Nov 1, 2018 | Common Sense ReasoningEntity Linking | —Unverified | 0 |
| Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingNatural Language Inference | —Unverified | 0 |
| SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingInformation Retrieval | —Unverified | 0 |
