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| Towards Lexical Chains for Knowledge-Graph-based Word Embeddings | Sep 1, 2017 | ArticlesLanguage Modeling | —Unverified | 0 |
| Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings | Sep 1, 2017 | ChunkingLearning Word Embeddings | —Unverified | 0 |
| Dict2vec : Learning Word Embeddings using Lexical Dictionaries | Sep 1, 2017 | General ClassificationKnowledge Graphs | CodeCode Available | 0 |
| Refining Word Embeddings for Sentiment Analysis | Sep 1, 2017 | Learning Word EmbeddingsSentiment Analysis | —Unverified | 0 |
| AutoExtend: Combining Word Embeddings with Semantic Resources | Sep 1, 2017 | Learning Word EmbeddingsSentiment Analysis | —Unverified | 0 |
| Sentiment Analysis by Joint Learning of Word Embeddings and Classifier | Aug 14, 2017 | Learning Word EmbeddingsSentiment Analysis | —Unverified | 0 |
| Learning Word Representations with Regularization from Prior Knowledge | Aug 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment | Aug 1, 2017 | Learning Word EmbeddingsSemantic Textual Similarity | —Unverified | 0 |
| NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings | Aug 1, 2017 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation | Jul 21, 2017 | ClusteringCross-Lingual Transfer | —Unverified | 0 |
| Methodical Evaluation of Arabic Word Embeddings | Jul 1, 2017 | Document ClassificationLearning Word Embeddings | —Unverified | 0 |
| Jointly Learning Word Embeddings and Latent Topics | Jun 21, 2017 | Learning Word EmbeddingsTopic Models | —Unverified | 0 |
| The Mixing method: low-rank coordinate descent for semidefinite programming with diagonal constraints | Jun 1, 2017 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 |
| Distributional Lesk: Effective Knowledge-Based Word Sense Disambiguation | Jan 1, 2017 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Dual Embeddings and Metrics for Relational Similarity | Jan 1, 2017 | Learning Word EmbeddingsMachine Translation | —Unverified | 0 |
| Improved Word Embeddings with Implicit Structure Information | Dec 1, 2016 | Dependency ParsingLanguage Modeling | —Unverified | 0 |
| Different Contexts Lead to Different Word Embeddings | Dec 1, 2016 | ClusteringInformation Retrieval | —Unverified | 0 |
| Multi-Granularity Chinese Word Embedding | Nov 1, 2016 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network | Nov 1, 2016 | ClusteringLearning Word Embeddings | —Unverified | 0 |
| Learning Word Embeddings from Intrinsic and Extrinsic Views | Aug 20, 2016 | DescriptiveDocument Classification | —Unverified | 0 |
| How to Train good Word Embeddings for Biomedical NLP | Aug 1, 2016 | Learning Word EmbeddingsNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Dependency Based Embeddings for Sentence Classification Tasks | Jun 1, 2016 | ChunkingClassification | —Unverified | 0 |
| Part-of-Speech Relevance Weights for Learning Word Embeddings | Mar 24, 2016 | Learning Word EmbeddingsPOS | —Unverified | 0 |
| The Role of Context Types and Dimensionality in Learning Word Embeddings | Jan 5, 2016 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Learning the Dimensionality of Word Embeddings | Nov 17, 2015 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization | Jul 1, 2015 | Learning Word EmbeddingsQuestion Answering | —Unverified | 0 |
| Semantic Clustering and Convolutional Neural Network for Short Text Categorization | Jul 1, 2015 | ClusteringLearning Word Embeddings | —Unverified | 0 |
| WordRank: Learning Word Embeddings via Robust Ranking | Jun 9, 2015 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 |
| Semantic Information Extraction for Improved Word Embeddings | Jun 1, 2015 | Learning Word EmbeddingsRepresentation Learning | —Unverified | 0 |
| Word Embedding-based Antonym Detection using Thesauri and Distributional Information | May 1, 2015 | Dependency ParsingLearning Word Embeddings | —Unverified | 0 |
| The CMU Submission for the Shared Task on Language Identification in Code-Switched Data | Oct 1, 2014 | Language IdentificationLearning Word Embeddings | —Unverified | 0 |
| Knowledge Graph and Text Jointly Embedding | Oct 1, 2014 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 |
| Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources | Aug 1, 2014 | Chinese Named Entity RecognitionInformation Retrieval | —Unverified | 0 |
| Co-learning of Word Representations and Morpheme Representations | Aug 1, 2014 | Language ModellingLearning Word Embeddings | —Unverified | 0 |
| SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity | Aug 1, 2014 | Information RetrievalLearning Word Embeddings | —Unverified | 0 |
| Improving Lexical Embeddings with Semantic Knowledge | Jun 1, 2014 | Language ModellingLearning Word Embeddings | CodeCode Available | 0 |
| Lexicon Infused Phrase Embeddings for Named Entity Resolution | Apr 22, 2014 | Entity ResolutionForm | —Unverified | 0 |
| Word Embeddings through Hellinger PCA | Apr 1, 2014 | ChunkingDimensionality Reduction | —Unverified | 0 |
| Learning word embeddings efficiently with noise-contrastive estimation | Dec 1, 2013 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |