| Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs | May 1, 2019 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| On Learning Word Embeddings From Linguistically Augmented Text Corpora | May 1, 2019 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Poincare Glove: Hyperbolic Word Embeddings | May 1, 2019 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 |
| Learning Entity Representations for Few-Shot Reconstruction of Wikipedia Categories | Mar 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings | Feb 1, 2019 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Cluster Labeling by Word Embeddings and WordNet's Hypernymy | Dec 1, 2018 | ClusteringDescriptive | —Unverified | 0 |
| Quantifying Context Overlap for Training Word Embeddings | Oct 1, 2018 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| Cross-lingual Lexical Sememe Prediction | Oct 1, 2018 | Learning Word EmbeddingsMultilingual Word Embeddings | CodeCode Available | 0 |
| Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks | Sep 12, 2018 | Learning Word EmbeddingsRepresentation Learning | CodeCode Available | 0 |
| Exploration on Grounded Word Embedding: Matching Words and Images with Image-Enhanced Skip-Gram Model | Sep 8, 2018 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Skip-gram word embeddings in hyperbolic space | Aug 30, 2018 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 |
| Model-Free Context-Aware Word Composition | Aug 1, 2018 | Dimensionality ReductionLearning Word Embeddings | —Unverified | 0 |
| Encoding Sentiment Information into Word Vectors for Sentiment Analysis | Aug 1, 2018 | Learning Word EmbeddingsSentiment Analysis | —Unverified | 0 |
| Subword-level Composition Functions for Learning Word Embeddings | Jun 1, 2018 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Learning Word Embeddings for Low-Resource Languages by PU Learning | Jun 1, 2018 | Document RankingImage Captioning | —Unverified | 0 |
| Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings | Jun 1, 2018 | Learning Word EmbeddingsPart-Of-Speech Tagging | —Unverified | 0 |
| Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets | Jun 1, 2018 | General ClassificationLearning Word Embeddings | —Unverified | 0 |
| Adversarial Contrastive Estimation | May 9, 2018 | Contrastive LearningKnowledge Graph Embeddings | —Unverified | 0 |
| Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech | Mar 23, 2018 | DecoderLearning Word Embeddings | CodeCode Available | 1 |
| Learning Word Embeddings from Speech | Nov 5, 2017 | DecoderLearning Word Embeddings | —Unverified | 0 |
| Injecting Word Embeddings with Another Language's Resource : An Application of Bilingual Embeddings | Nov 1, 2017 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Lexical Simplification with the Deep Structured Similarity Model | Nov 1, 2017 | Image CaptioningLearning Word Embeddings | —Unverified | 0 |
| Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings | Nov 1, 2017 | Grammatical Error DetectionLearning Word Embeddings | CodeCode Available | 0 |
| MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting | Nov 1, 2017 | Learning Word EmbeddingsSemantic Textual Similarity | CodeCode Available | 0 |
| Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics | Oct 6, 2017 | Learning Word EmbeddingsLexical Entailment | —Unverified | 0 |
