| 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 |
| Character-level Supervision for Low-resource POS Tagging | Jul 1, 2018 | Feature EngineeringLEMMA | —Unverified | 0 |
| Joint Part-of-Speech and Language ID Tagging for Code-Switched Data | Jul 1, 2018 | Automatic Speech Recognition (ASR)Language Modeling | —Unverified | 0 |
| A Twitter Corpus for Hindi-English Code Mixed POS Tagging | Jul 1, 2018 | POSPOS Tagging | —Unverified | 0 |
| Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets | Jul 1, 2018 | Abuse DetectionChunking | —Unverified | 0 |
| Character-Level Feature Extraction with Densely Connected Networks | Jun 24, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Design Challenges and Misconceptions in Neural Sequence Labeling | Jun 12, 2018 | ChunkingMisconceptions | CodeCode Available | 0 |
| Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource | Jun 11, 2018 | Active LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Neural Metaphor Detecting with CNN-LSTM Model | Jun 1, 2018 | Machine Translationmodel | —Unverified | 0 |
| Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection | Jun 1, 2018 | POSTopic Models | —Unverified | 0 |
| UWB at SemEval-2018 Task 3: Irony detection in English tweets | Jun 1, 2018 | POSSentiment Analysis | —Unverified | 0 |
| TeamDL at SemEval-2018 Task 8: Cybersecurity Text Analysis using Convolutional Neural Network and Conditional Random Fields | Jun 1, 2018 | General ClassificationLEMMA | —Unverified | 0 |
| THU\_NGN at SemEval-2018 Task 2: Residual CNN-LSTM Network with Attention for English Emoji Prediction | Jun 1, 2018 | POSSentiment Analysis | —Unverified | 0 |
| IIT Delhi at SemEval-2018 Task 1 : Emotion Intensity Prediction | Jun 1, 2018 | Emotion RecognitionPOS | —Unverified | 0 |
| DM\_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features | Jun 1, 2018 | Chinese Word SegmentationChunking | —Unverified | 0 |
| attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines | Jun 1, 2018 | AttributeDependency Parsing | —Unverified | 0 |
| Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing | Jun 1, 2018 | ChunkingPOS | —Unverified | 0 |
| UWB at SemEval-2018 Task 1: Emotion Intensity Detection in Tweets | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Evaluation of automatic collocation extraction methods for language learning | May 25, 2018 | Dependency ParsingPOS | —Unverified | 0 |
| Learning sentence embeddings using Recursive Networks | May 22, 2018 | POSReverse Dictionary | CodeCode Available | 0 |
| Neural Factor Graph Models for Cross-lingual Morphological Tagging | May 11, 2018 | Morphological AnalysisMorphological Tagging | —Unverified | 0 |
| \'Etiquetage en parties du discours de langues peu dot\'ees par sp\'ecialisation des plongements lexicaux (POS tagging for low-resource languages by adapting word embeddings ) | May 1, 2018 | POSPOS Tagging | —Unverified | 0 |
| Analyse morpho-syntaxique en pr\'esence d'alternance codique (PoS tagging of Code Switching) | May 1, 2018 | POSPOS Tagging | —Unverified | 0 |
| Graph Based Semi-Supervised Learning Approach for Tamil POS tagging | May 1, 2018 | Graph SimilarityInformation Retrieval | —Unverified | 0 |
| Multi-Dialect Arabic POS Tagging: A CRF Approach | May 1, 2018 | Machine TranslationPart-Of-Speech Tagging | —Unverified | 0 |
| Toward a Lightweight Solution for Less-resourced Languages: Creating a POS Tagger for Alsatian Using Voluntary Crowdsourcing | May 1, 2018 | POS | —Unverified | 0 |