| Exploring Classifier Combinations for Language Variety Identification | Aug 1, 2018 | Language IdentificationPOS | —Unverified | 0 |
| From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources | Aug 1, 2018 | Coreference ResolutionLemmatization | CodeCode Available | 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 |
| 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 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 |
| 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 |
| UWB at SemEval-2018 Task 3: Irony detection in English tweets | Jun 1, 2018 | POSSentiment Analysis | —Unverified | 0 |
| Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection | Jun 1, 2018 | POSTopic Models | —Unverified | 0 |
| UWB at SemEval-2018 Task 1: Emotion Intensity Detection in Tweets | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Unsupervised Induction of Linguistic Categories with Records of Reading, Speaking, and Writing | Jun 1, 2018 | ChunkingPOS | —Unverified | 0 |
| Neural Metaphor Detecting with CNN-LSTM Model | Jun 1, 2018 | Machine Translationmodel | —Unverified | 0 |
| IIT Delhi at SemEval-2018 Task 1 : Emotion Intensity Prediction | Jun 1, 2018 | Emotion RecognitionPOS | —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 |
| attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines | Jun 1, 2018 | AttributeDependency Parsing | —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 |
| DM\_NLP at SemEval-2018 Task 8: neural sequence labeling with linguistic features | Jun 1, 2018 | Chinese Word SegmentationChunking | —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 |