| UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task | Oct 1, 2018 | Dependency ParsingLemmatization | —Unverified | 0 |
| Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging | Oct 1, 2018 | Domain AdaptationMulti-Task Learning | —Unverified | 0 |
| Word Embeddings for Code-Mixed Language Processing | Oct 1, 2018 | Machine TranslationPOS | —Unverified | 0 |
| Weeding out Conventionalized Metaphors: A Corpus of Novel Metaphor Annotations | Oct 1, 2018 | AttributeLEMMA | CodeCode Available | 0 |
| Towards More Theoretically-Grounded Particle Optimization Sampling for Deep Learning | Sep 27, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Architecture of Text Mining Application in Analyzing Public Sentiments of West Java Governor Election using Naive Bayes Classification | Sep 20, 2018 | Opinion MiningPOS | —Unverified | 0 |
| A Brief Review of Real-World Color Image Denoising | Sep 10, 2018 | Color Image DenoisingDenoising | CodeCode Available | 0 |
| Toward a Standardized and More Accurate Indonesian Part-of-Speech Tagging | Sep 10, 2018 | Part-Of-Speech TaggingPOS | CodeCode Available | 0 |
| 82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models | Sep 6, 2018 | Dependency ParsingPOS | —Unverified | 0 |
| Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory | Sep 5, 2018 | POS | —Unverified | 0 |
| Using Semantics for Granularities of Tokenization | Sep 1, 2018 | Boundary DetectionInformation Retrieval | —Unverified | 0 |
| Unsupervised Learning of Syntactic Structure with Invertible Neural Projections | Aug 28, 2018 | Constituency Grammar InductionDependency Parsing | CodeCode Available | 0 |
| A Unified Multilingual Handwriting Recognition System using multigrams sub-lexical units | Aug 28, 2018 | Handwriting RecognitionLanguage Modeling | —Unverified | 0 |
| An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing | Aug 27, 2018 | Dependency ParsingPOS | —Unverified | 0 |
| Learning to Compose over Tree Structures via POS Tags | Aug 18, 2018 | POSSemantic Composition | —Unverified | 0 |
| Sequence Labeling: A Practical Approach | Aug 12, 2018 | ChunkingNER | CodeCode Available | 0 |
| From POS tagging to dependency parsing for biomedical event extraction | Aug 11, 2018 | Dependency ParsingEvent Extraction | CodeCode Available | 1 |
| Building a Kannada POS Tagger Using Machine Learning and Neural Network Models | Aug 9, 2018 | BIG-bench Machine LearningDependency Parsing | CodeCode Available | 0 |
| An Empirical Investigation of Error Types in Vietnamese Parsing | Aug 1, 2018 | Constituency ParsingPart-Of-Speech Tagging | —Unverified | 0 |
| From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources | Aug 1, 2018 | Coreference ResolutionLemmatization | CodeCode Available | 0 |
| Exploring Classifier Combinations for Language Variety Identification | Aug 1, 2018 | Language IdentificationPOS | —Unverified | 0 |
| Cooperating Tools for MWE Lexicon Management and Corpus Annotation | Aug 1, 2018 | ManagementPOS | —Unverified | 0 |
| Improving Neural Sequence Labelling using Additional Linguistic Information | Jul 27, 2018 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| An improved neural network model for joint POS tagging and dependency parsing | Jul 11, 2018 | Dependency ParsingEvent Extraction | CodeCode Available | 0 |
| Improving part-of-speech tagging via multi-task learning and character-level word representations | Jul 2, 2018 | Multi-Task LearningPart-Of-Speech Tagging | —Unverified | 0 |