| Semi-supervised Structured Prediction with Neural CRF Autoencoder | Sep 1, 2017 | DecoderPart-Of-Speech Tagging | CodeCode Available | 0 |
| Human Centered NLP with User-Factor Adaptation | Sep 1, 2017 | Document ClassificationDomain Adaptation | —Unverified | 0 |
| Do LSTMs really work so well for PoS tagging? -- A replication study | Sep 1, 2017 | Feature EngineeringPart-Of-Speech Tagging | —Unverified | 0 |
| Impact of Feature Selection on Micro-Text Classification | Aug 27, 2017 | ClassificationClustering | —Unverified | 0 |
| Combining Discrete and Neural Features for Sequence Labeling | Aug 24, 2017 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| NNVLP: A Neural Network-Based Vietnamese Language Processing Toolkit | Aug 24, 2017 | Chunkingnamed-entity-recognition | CodeCode Available | 0 |
| Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks | Aug 20, 2017 | POSPOS Tagging | CodeCode Available | 0 |
| KeyXtract Twitter Model - An Essential Keywords Extraction Model for Twitter Designed using NLP Tools | Aug 9, 2017 | Lemmatizationmodel | —Unverified | 0 |
| Learning for Active 3D Mapping | Aug 7, 2017 | POS | —Unverified | 0 |
| Exploiting Linguistic Resources for Neural Machine Translation Using Multi-task Learning | Aug 3, 2017 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| Illegal is not a Noun: Linguistic Form for Detection of Pejorative Nominalizations | Aug 1, 2017 | Abusive LanguageForm | —Unverified | 0 |
| Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite | Aug 1, 2017 | Information RetrievalMachine Translation | —Unverified | 0 |
| Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information | Aug 1, 2017 | Multi-Task LearningPart-Of-Speech Tagging | —Unverified | 0 |
| The HIT-SCIR System for End-to-End Parsing of Universal Dependencies | Aug 1, 2017 | Dependency ParsingInformation Retrieval | —Unverified | 0 |
| Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text | Aug 1, 2017 | ArticlesClassification | —Unverified | 0 |
| Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe | Aug 1, 2017 | Dependency ParsingLemmatization | —Unverified | 0 |
| IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks | Aug 1, 2017 | POSSegmentation | —Unverified | 0 |
| A rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies | Aug 1, 2017 | Dependency ParsingPOS | —Unverified | 0 |
| OPI-JSA at SemEval-2017 Task 1: Application of Ensemble learning for computing semantic textual similarity | Aug 1, 2017 | Ensemble LearningPOS | —Unverified | 0 |
| MoRS at SemEval-2017 Task 3: Easy to use SVM in Ranking Tasks | Aug 1, 2017 | Community Question AnsweringInformation Retrieval | —Unverified | 0 |
| UdL at SemEval-2017 Task 1: Semantic Textual Similarity Estimation of English Sentence Pairs Using Regression Model over Pairwise Features | Aug 1, 2017 | Ensemble LearningImage Captioning | CodeCode Available | 0 |
| ASDA : Analyseur Syntaxique du Dialecte Algérien dans un but d'analyse sémantique | Jul 26, 2017 | Opinion MiningPOS | —Unverified | 0 |
| AMR Parsing using Stack-LSTMs | Jul 24, 2017 | AMR ParsingPOS | —Unverified | 0 |
| Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks | Jul 21, 2017 | ChunkingEvent Detection | CodeCode Available | 1 |
| Modeling Target-Side Inflection in Neural Machine Translation | Jul 19, 2017 | LEMMAMachine Translation | —Unverified | 0 |
| To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging | Jul 17, 2017 | Part-Of-Speech TaggingPOS | CodeCode Available | 0 |
| N-GrAM: New Groningen Author-profiling Model | Jul 12, 2017 | Author Profilingmodel | —Unverified | 0 |
| A non-projective greedy dependency parser with bidirectional LSTMs | Jul 11, 2017 | Dependency ParsingPOS | CodeCode Available | 0 |
| Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM | Jul 1, 2017 | Grammatical Error DetectionPOS | —Unverified | 0 |
| Neural Joint Model for Transition-based Chinese Syntactic Analysis | Jul 1, 2017 | Chinese Word SegmentationDependency Parsing | —Unverified | 0 |
| Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging) | Jun 1, 2017 | Domain AdaptationPOS | —Unverified | 0 |
| Simbow : une mesure de similarit\'e s\'emantique entre textes (Simbow : a semantic similarity metric between texts) | Jun 1, 2017 | POSSemantic Similarity | —Unverified | 0 |
| Vers une solution l\'eg\`ere de production de donn\'ees pour le TAL : cr\'eation d'un tagger de l'alsacien par crowdsourcing b\'en\'evole (Toward a lightweight solution to the language resources bottleneck issue: creating a POS tagger for Alsatian using voluntary crowdsourcing) | Jun 1, 2017 | POS | —Unverified | 0 |
| Analysis of the Effect of Dependency Information on Predicate-Argument Structure Analysis and Zero Anaphora Resolution | May 31, 2017 | Dependency ParsingPOS | —Unverified | 0 |
| Joint PoS Tagging and Stemming for Agglutinative Languages | May 24, 2017 | Part-Of-Speech TaggingPOS | —Unverified | 0 |
| A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing | May 16, 2017 | Dependency ParsingFeature Engineering | CodeCode Available | 0 |
| Wordnet extension via word embeddings: Experiments on the Norwegian Wordnet | May 1, 2017 | POSSand | —Unverified | 0 |
| Improving POS Tagging in Old Spanish Using TEITOK | May 1, 2017 | POSPOS Tagging | —Unverified | 0 |
| Optimizing a PoS Tagset for Norwegian Dependency Parsing | May 1, 2017 | Dependency ParsingFeature Engineering | —Unverified | 0 |
| Neural Word Segmentation with Rich Pretraining | Apr 28, 2017 | POSSegmentation | CodeCode Available | 0 |
| Joint POS Tagging and Dependency Parsing with Transition-based Neural Networks | Apr 25, 2017 | Dependency ParsingPart-Of-Speech Tagging | —Unverified | 0 |
| Semi-supervised Multitask Learning for Sequence Labeling | Apr 24, 2017 | ChunkingGrammatical Error Detection | CodeCode Available | 1 |
| The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing | Apr 7, 2017 | Data AugmentationPOS | —Unverified | 0 |
| Character-based Joint Segmentation and POS Tagging for Chinese using Bidirectional RNN-CRF | Apr 5, 2017 | POSPOS Tagging | CodeCode Available | 0 |
| USzeged: Identifying Verbal Multiword Expressions with POS Tagging and Parsing Techniques | Apr 1, 2017 | Dependency ParsingPOS | —Unverified | 0 |
| Arabic POS Tagging: Don't Abandon Feature Engineering Just Yet | Apr 1, 2017 | Feature EngineeringNamed Entity Recognition (NER) | —Unverified | 0 |
| Identification of Multiword Expressions for Latvian and Lithuanian: Hybrid Approach | Apr 1, 2017 | BIG-bench Machine LearningPOS | —Unverified | 0 |
| A Morphological Analyzer for Gulf Arabic Verbs | Apr 1, 2017 | Morphological TaggingPart-Of-Speech Tagging | —Unverified | 0 |
| ICE: Idiom and Collocation Extractor for Research and Education | Apr 1, 2017 | POSQuestion Answering | —Unverified | 0 |
| Cross-lingual tagger evaluation without test data | Apr 1, 2017 | POS | —Unverified | 0 |