| Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features | Sep 7, 2018 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Neural Cross-Lingual Named Entity Recognition with Minimal Resources | Aug 29, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations | Aug 28, 2018 | AvgMachine Translation | CodeCode Available | 0 |
| Evaluating the Utility of Hand-crafted Features in Sequence Labelling | Aug 28, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions | Aug 27, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition | Aug 25, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Neural Named Entity Recognition from Subword Units | Aug 22, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Computing Word Classes Using Spectral Clustering | Aug 16, 2018 | ClusteringDependency Parsing | —Unverified | 0 |
| Confidence penalty, annealing Gaussian noise and zoneout for biLSTM-CRF networks for named entity recognition | Aug 13, 2018 | Decodernamed-entity-recognition | —Unverified | 0 |
| A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials | Aug 10, 2018 | BIG-bench Machine LearningClinical Knowledge | —Unverified | 0 |
| Building a Kannada POS Tagger Using Machine Learning and Neural Network Models | Aug 9, 2018 | BIG-bench Machine LearningDependency Parsing | CodeCode Available | 0 |
| Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models | Aug 1, 2018 | Feature Engineeringnamed-entity-recognition | —Unverified | 0 |
| Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning | Aug 1, 2018 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags | Aug 1, 2018 | Entity LinkingKnowledge Base Population | CodeCode Available | 0 |
| NLATool: an Application for Enhanced Deep Text Understanding | Aug 1, 2018 | Coreference ResolutionEntity Linking | CodeCode Available | 0 |
| An Empirical Study on Fine-Grained Named Entity Recognition | Aug 1, 2018 | Chatbotnamed-entity-recognition | —Unverified | 0 |
| Contextual String Embeddings for Sequence Labeling | Aug 1, 2018 | ChunkingLanguage Modeling | CodeCode Available | 0 |
| Clustering Prominent People and Organizations in Topic-Specific Text Corpora | Jul 27, 2018 | ArticlesClustering | —Unverified | 0 |
| Improving Neural Sequence Labelling using Additional Linguistic Information | Jul 27, 2018 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large Corpora | Jul 26, 2018 | Lemmatizationnamed-entity-recognition | CodeCode Available | 0 |
| Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags | Jul 17, 2018 | Morphological Disambiguationnamed-entity-recognition | CodeCode Available | 0 |
| Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records | Jul 17, 2018 | BenchmarkingHandwritten Text Recognition | —Unverified | 0 |
| Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition | Jul 9, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Natural Language Processing for Information Extraction | Jul 6, 2018 | Articlescoreference-resolution | CodeCode Available | 0 |
| Chinese Lexical Analysis with Deep Bi-GRU-CRF Network | Jul 5, 2018 | Lexical Analysisnamed-entity-recognition | CodeCode Available | 0 |