| Classifying informative and imaginative prose using complex networks | Jul 28, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| A Computationally Efficient Algorithm for Learning Topical Collocation Models | Jul 1, 2015 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Inverted indexing for cross-lingual NLP | Jul 1, 2015 | Cross-Lingual TransferDependency Parsing | —Unverified | 0 |
| Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment | Jul 1, 2015 | Coreference ResolutionDocument Classification | —Unverified | 0 |
| Embedding Methods for Fine Grained Entity Type Classification | Jul 1, 2015 | ClassificationCoreference Resolution | —Unverified | 0 |
| A Methodology for Evaluating Timeline Generation Algorithms based on Deep Semantic Units | Jul 1, 2015 | Document Classification | —Unverified | 0 |
| Learning Cross-lingual Word Embeddings via Matrix Co-factorization | Jul 1, 2015 | Cross-Lingual Document ClassificationCross-Lingual Word Embeddings | —Unverified | 0 |
| Learning Distributed Representations for Multilingual Text Sequences | Jun 1, 2015 | Document ClassificationRepresentation Learning | —Unverified | 0 |
| Speeding Document Annotation with Topic Models | Jun 1, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| SIEL: Aspect Based Sentiment Analysis in Reviews | Jun 1, 2015 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Bilingual Word Representations with Monolingual Quality in Mind | Jun 1, 2015 | ChunkingDocument Classification | —Unverified | 0 |
| Collective Document Classification with Implicit Inter-document Semantic Relationships | Jun 1, 2015 | ClassificationDocument Classification | —Unverified | 0 |
| Simple task-specific bilingual word embeddings | May 1, 2015 | Dependency ParsingDocument Classification | —Unverified | 0 |
| Document Classification by Inversion of Distributed Language Representations | Apr 27, 2015 | ClassificationDocument Classification | CodeCode Available | 0 |
| Crowdsourced Word Sense Annotations and Difficult Words and Examples | Apr 1, 2015 | Document ClassificationMachine Translation | —Unverified | 0 |
| Supervised cross-modal factor analysis for multiple modal data classification | Feb 18, 2015 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Improving Persian Document Classification Using Semantic Relations between Words | Dec 28, 2014 | ClassificationDocument Classification | —Unverified | 0 |
| Leveraging Monolingual Data for Crosslingual Compositional Word Representations | Dec 19, 2014 | Document Classification | CodeCode Available | 0 |
| N-gram-Based Low-Dimensional Representation for Document Classification | Dec 19, 2014 | ClassificationClustering | —Unverified | 0 |
| Learning Multiple Tasks in Parallel with a Shared Annotator | Dec 1, 2014 | Binary ClassificationDocument Classification | —Unverified | 0 |
| Learning Distributed Representations for Structured Output Prediction | Dec 1, 2014 | Document ClassificationPart-Of-Speech Tagging | —Unverified | 0 |
| Naive Bayes and Text Classification I - Introduction and Theory | Oct 16, 2014 | ClassificationDisease Prediction | CodeCode Available | 0 |
| BilBOWA: Fast Bilingual Distributed Representations without Word Alignments | Oct 9, 2014 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 |
| GloVe: Global Vectors for Word Representation | Oct 1, 2014 | Document ClassificationInformation Retrieval | CodeCode Available | 0 |
| Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach | Oct 1, 2014 | Document ClassificationKeyphrase Extraction | —Unverified | 0 |
| A Unified Model for Word Sense Representation and Disambiguation | Oct 1, 2014 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| UMCC\_DLSI\_SemSim: Multilingual System for Measuring Semantic Textual Similarity | Aug 1, 2014 | Document ClassificationMachine Translation | —Unverified | 0 |
| A Comparative Study of Conversion Aided Methods for WordNet Sentence Textual Similarity | Aug 1, 2014 | Document ClassificationMachine Translation | —Unverified | 0 |
| Assigning Terms to Domains by Document Classification | Aug 1, 2014 | ClassificationDocument Classification | —Unverified | 0 |
| Anytime Active Learning | Jul 27, 2014 | Active LearningDocument Classification | CodeCode Available | 0 |
| Interpretable Low-Rank Document Representations with Label-Dependent Sparsity Patterns | Jul 25, 2014 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Utilisabilit\'e d'une ressource propri\'etaire riche dans le cadre de la classification de documents [in French] | Jul 1, 2014 | Document ClassificationGeneral Classification | —Unverified | 0 |
| The WoDiS System - WOlf and DIStributions for Lexical Substitution (Le syst\`eme WoDiS - WOLF et DIStributions pour la substitution lexicale) [in French] | Jul 1, 2014 | Document ClassificationWord Sense Disambiguation | —Unverified | 0 |
| A Multiplicative Model for Learning Distributed Text-Based Attribute Representations | Jun 10, 2014 | AttributeAuthorship Attribution | —Unverified | 0 |
| Three Guidelines of Online Learning for Large-Scale Visual Recognition | Jun 1, 2014 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Learning Grounded Meaning Representations with Autoencoders | Jun 1, 2014 | Document ClassificationInformation Retrieval | —Unverified | 0 |
| Dropout: A Simple Way to Prevent Neural Networks from Overfitting | Jun 1, 2014 | Document Classificationspeech-recognition | —Unverified | 0 |
| Experiments with crowdsourced re-annotation of a POS tagging data set | Jun 1, 2014 | Document ClassificationNamed Entity Recognition (NER) | —Unverified | 0 |
| New Directions in Vector Space Models of Meaning | Jun 1, 2014 | Document ClassificationLanguage Modelling | —Unverified | 0 |
| Clustering of Multi-Word Named Entity variants: Multilingual Evaluation | May 1, 2014 | ClusteringDocument Classification | —Unverified | 0 |
| Using Large Biomedical Databases as Gold Annotations for Automatic Relation Extraction | May 1, 2014 | Document ClassificationEntity Extraction using GAN | —Unverified | 0 |
| SenTube: A Corpus for Sentiment Analysis on YouTube Social Media | May 1, 2014 | Document ClassificationInformativeness | —Unverified | 0 |
| Momresp: A Bayesian Model for Multi-Annotator Document Labeling | May 1, 2014 | Document Classification | —Unverified | 0 |
| On Stopwords, Filtering and Data Sparsity for Sentiment Analysis of Twitter | May 1, 2014 | ClassificationDocument Classification | —Unverified | 0 |
| Multilingual Models for Compositional Distributed Semantics | Apr 17, 2014 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 |
| Structure-based Clustering of Novels | Apr 1, 2014 | ClusteringDocument Classification | —Unverified | 0 |
| Classifying easy-to-read texts without parsing | Apr 1, 2014 | Document Classification | —Unverified | 0 |
| Learning Multilingual Word Representations using a Bag-of-Words Autoencoder | Jan 8, 2014 | Document ClassificationGeneral Classification | —Unverified | 0 |
| Automatic Construction of Amharic Semantic Networks from Unstructured Text Using Amharic WordNet | Jan 1, 2014 | Document ClassificationDocument Summarization | —Unverified | 0 |
| Multilingual Distributed Representations without Word Alignment | Dec 20, 2013 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 0 |
