| Creation of a Balanced State-of-the-Art Multilayer Corpus for NLU | May 1, 2018 | Abstractive Text SummarizationCoreference Resolution | CodeCode Available | 0 |
| Epitran: Precision G2P for Many Languages | May 1, 2018 | Entity Linking | —Unverified | 0 |
| Transforming Wikipedia into a Large-Scale Fine-Grained Entity Type Corpus | May 1, 2018 | Entity LinkingEntity Typing | —Unverified | 0 |
| T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples | May 1, 2018 | Entity LinkingKnowledge Base Population | CodeCode Available | 0 |
| Semantic Relatedness of Wikipedia Concepts -- Benchmark Data and a Working Solution | May 1, 2018 | Entity LinkingLearning-To-Rank | —Unverified | 0 |
| Towards AMR-BR: A SemBank for Brazilian Portuguese Language | May 1, 2018 | Entity LinkingMachine Reading Comprehension | —Unverified | 0 |
| Towards a Gold Standard Corpus for Variable Detection and Linking in Social Science Publications | May 1, 2018 | Entity LinkingNatural Language Inference | —Unverified | 0 |
| FastSense: An Efficient Word Sense Disambiguation Classifier | May 1, 2018 | Entity LinkingText Classification | —Unverified | 0 |
| A Framework for the Needs of Different Types of Users in Multilingual Semantic Enrichment | May 1, 2018 | Entity LinkingMachine Translation | —Unverified | 0 |
| Sanaphor++: Combining Deep Neural Networks with Semantics for Coreference Resolution | May 1, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A High-Quality Gold Standard for Citation-based Tasks | May 1, 2018 | Entity LinkingEntity Resolution | —Unverified | 0 |
| Framing Named Entity Linking Error Types | May 1, 2018 | Entity LinkingKnowledge Base Population | CodeCode Available | 0 |
| Improving Entity Linking by Modeling Latent Relations between Mentions | Apr 27, 2018 | Entity Linking | CodeCode Available | 1 |
| Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity Categories | Apr 23, 2018 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Stylistic Variation in Social Media Part-of-Speech Tagging | Apr 19, 2018 | Entity LinkingMixture-of-Experts | —Unverified | 0 |
| Microblog Topic Identification using Linked Open Data | Apr 6, 2018 | Entity LinkingTopic Models | —Unverified | 0 |
| IDEL: In-Database Entity Linking with Neural Embeddings | Mar 13, 2018 | Entity LinkingRetrieval | —Unverified | 0 |
| DeepType: Multilingual Entity Linking by Neural Type System Evolution | Feb 3, 2018 | Entity DisambiguationEntity Embeddings | CodeCode Available | 0 |
| EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs | Jan 11, 2018 | Entity LinkingKnowledge Graphs | CodeCode Available | 0 |
| Neural Cross-Lingual Entity Linking | Dec 5, 2017 | Cross-Lingual Entity LinkingEntity Disambiguation | —Unverified | 0 |
| One for All: Towards Language Independent Named Entity Linking | Dec 5, 2017 | AllEntity Linking | —Unverified | 0 |
| Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks | Dec 5, 2017 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| Graph Centrality Measures for Boosting Popularity-Based Entity Linking | Nov 30, 2017 | Entity Linkinggraph construction | —Unverified | 0 |
| Open-World Knowledge Graph Completion | Nov 9, 2017 | Entity LinkingKnowledge Graph Completion | CodeCode Available | 0 |
| BENGAL: An Automatic Benchmark Generator for Entity Recognition and Linking | Oct 24, 2017 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Early Fusion Strategy for Entity-Relationship Retrieval | Oct 19, 2017 | ArticlesEntity Linking | —Unverified | 0 |
| Hashtag Processing for Enhanced Clustering of Tweets | Sep 1, 2017 | ClusteringEntity Disambiguation | —Unverified | 0 |
| Streaming Text Analytics for Real-Time Event Recognition | Sep 1, 2017 | ArticlesEntity Linking | —Unverified | 0 |
| Connecting people digitally - a semantic web based approach to linking heterogeneous data sets | Sep 1, 2017 | Entity LinkingWord Sense Disambiguation | —Unverified | 0 |
| Towards Confidence Estimation for Typed Protein-Protein Relation Extraction | Sep 1, 2017 | Entity LinkingNamed Entity Recognition (NER) | —Unverified | 0 |
| Semantic Storytelling, Cross-lingual Event Detection and other Semantic Services for a Newsroom Content Curation Dashboard | Sep 1, 2017 | ArticlesClustering | —Unverified | 0 |
| Neural Semantic Parsing with Type Constraints for Semi-Structured Tables | Sep 1, 2017 | DecoderEntity Linking | CodeCode Available | 0 |
| Entity Linking via Joint Encoding of Types, Descriptions, and Context | Sep 1, 2017 | Entity Linking | —Unverified | 0 |
| Stacking With Auxiliary Features for Entity Linking in the Medical Domain | Aug 1, 2017 | Entity LinkingHallucination | —Unverified | 0 |
| Event Detection and Semantic Storytelling: Generating a Travelogue from a large Collection of Personal Letters | Aug 1, 2017 | Entity LinkingEvent Detection | —Unverified | 0 |
| Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts | Aug 1, 2017 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Implicit Entity Linking in Tweets | Jul 26, 2017 | Entity LinkingNatural Language Understanding | —Unverified | 0 |
| PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking | Jul 17, 2017 | Entity LinkingKnowledge Graphs | —Unverified | 0 |
| MAG: A Multilingual, Knowledge-base Agnostic and Deterministic Entity Linking Approach | Jul 17, 2017 | Entity LinkingRetrieval | CodeCode Available | 0 |
| NLP for Precision Medicine | Jul 1, 2017 | Decision MakingEntity Linking | —Unverified | 0 |
| EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text | Jul 1, 2017 | Entity LinkingMachine Translation | —Unverified | 0 |
| Feature-Rich Networks for Knowledge Base Completion | Jul 1, 2017 | Entity LinkingKnowledge Base Completion | —Unverified | 0 |
| List-only Entity Linking | Jul 1, 2017 | Entity Linking | —Unverified | 0 |
| Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding | Jul 1, 2017 | Entity LinkingKnowledge Graph Completion | —Unverified | 0 |
| Learning bilingual word embeddings with (almost) no bilingual data | Jul 1, 2017 | Document ClassificationEntity Linking | —Unverified | 0 |
| Apprendre des repr\'esentations jointes de mots et d'entit\'es pour la d\'esambigu\" d'entit\'es (Combining Word and Entity Embeddings for Entity Linking) | Jun 1, 2017 | Entity EmbeddingsEntity Linking | —Unverified | 0 |
| Learning Distributed Representations of Texts and Entities from Knowledge Base | May 6, 2017 | Entity DisambiguationEntity Linking | CodeCode Available | 0 |
| Entity Linking with people entity on Wikipedia | May 2, 2017 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| A Multilingual Entity Linker Using PageRank and Semantic Graphs | May 1, 2017 | Entity LinkingNamed Entity Recognition (NER) | —Unverified | 0 |
| Docforia: A Multilayer Document Model | May 1, 2017 | Coreference ResolutionDependency Parsing | —Unverified | 0 |
