| One Embedder, Any Task: Instruction-Finetuned Text Embeddings | Dec 19, 2022 | Information RetrievalLearning Word Embeddings | CodeCode Available | 4 | 5 |
| Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech | Mar 23, 2018 | DecoderLearning Word Embeddings | CodeCode Available | 1 | 5 |
| MorphTE: Injecting Morphology in Tensorized Embeddings | Oct 27, 2022 | Learning Word EmbeddingsMachine Translation | CodeCode Available | 1 | 5 |
| Dict2vec : Learning Word Embeddings using Lexical Dictionaries | Sep 1, 2017 | General ClassificationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction | Feb 3, 2025 | Computational EfficiencyLearning Word Embeddings | CodeCode Available | 0 | 5 |
| Machine Translation with Cross-lingual Word Embeddings | Dec 10, 2019 | Cross-Lingual Word EmbeddingsLearning Word Embeddings | CodeCode Available | 0 | 5 |
| How to Train good Word Embeddings for Biomedical NLP | Aug 1, 2016 | Learning Word EmbeddingsNamed Entity Recognition (NER) | CodeCode Available | 0 | 5 |
| MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual Pivoting | Nov 1, 2017 | Learning Word EmbeddingsSemantic Textual Similarity | CodeCode Available | 0 | 5 |
| Skip-gram word embeddings in hyperbolic space | Aug 30, 2018 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| Few-Shot Representation Learning for Out-Of-Vocabulary Words | Jul 1, 2019 | Learning Word EmbeddingsMeta-Learning | CodeCode Available | 0 | 5 |
| Improving Lexical Embeddings with Semantic Knowledge | Jun 1, 2014 | Language ModellingLearning Word Embeddings | CodeCode Available | 0 | 5 |
| The Mixing method: low-rank coordinate descent for semidefinite programming with diagonal constraints | Jun 1, 2017 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions | May 12, 2023 | Learning Word EmbeddingsRepresentation Learning | CodeCode Available | 0 | 5 |
| Towards Incremental Learning of Word Embeddings Using Context Informativeness | Jul 1, 2019 | Incremental LearningInformativeness | CodeCode Available | 0 | 5 |
| Neural Graph Embedding Methods for Natural Language Processing | Nov 8, 2019 | Graph EmbeddingKnowledge Graphs | CodeCode Available | 0 | 5 |
| InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a Nonlinearity | May 29, 2020 | Learning Word EmbeddingsMulti-Label Classification | CodeCode Available | 0 | 5 |
| Variational Sequential Labelers for Semi-Supervised Learning | Jun 23, 2019 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment | Nov 24, 2021 | Contrastive LearningDomain Generalization | CodeCode Available | 0 | 5 |
| Learning Word Embeddings with Domain Awareness | Jun 7, 2019 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| WordRank: Learning Word Embeddings via Robust Ranking | Jun 9, 2015 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| Poincare Glove: Hyperbolic Word Embeddings | May 1, 2019 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 | 5 |
| Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings | Nov 1, 2017 | Grammatical Error DetectionLearning Word Embeddings | CodeCode Available | 0 | 5 |
| Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks | Sep 12, 2018 | Learning Word EmbeddingsRepresentation Learning | CodeCode Available | 0 | 5 |
| Cross-lingual Lexical Sememe Prediction | Oct 1, 2018 | Learning Word EmbeddingsMultilingual Word Embeddings | CodeCode Available | 0 | 5 |
| Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings | Sep 1, 2017 | ChunkingLearning Word Embeddings | —Unverified | 0 | 0 |
| Jointly Learning Word Embeddings and Latent Topics | Jun 21, 2017 | Learning Word EmbeddingsTopic Models | —Unverified | 0 | 0 |
| Knowledge Graph and Text Jointly Embedding | Oct 1, 2014 | Knowledge Graph CompletionKnowledge Graphs | —Unverified | 0 | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 | 0 |
| Learning Embeddings for Transitive Verb Disambiguation by Implicit Tensor Factorization | Jul 1, 2015 | Learning Word EmbeddingsQuestion Answering | —Unverified | 0 | 0 |
| Learning Entity Representations for Few-Shot Reconstruction of Wikipedia Categories | Mar 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 | 0 |
| Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources | Aug 1, 2014 | Chinese Named Entity RecognitionInformation Retrieval | —Unverified | 0 | 0 |
| Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network | Nov 1, 2016 | ClusteringLearning Word Embeddings | —Unverified | 0 | 0 |
| Learning the Dimensionality of Word Embeddings | Nov 17, 2015 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 | 0 |
| Learning word embeddings efficiently with noise-contrastive estimation | Dec 1, 2013 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 | 0 |
| Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets | Jun 1, 2018 | General ClassificationLearning Word Embeddings | —Unverified | 0 | 0 |
| Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics | Oct 6, 2017 | Learning Word EmbeddingsLexical Entailment | —Unverified | 0 | 0 |
| Learning Word Embeddings for Low-Resource Languages by PU Learning | Jun 1, 2018 | Document RankingImage Captioning | —Unverified | 0 | 0 |
| Learning Word Embeddings from Intrinsic and Extrinsic Views | Aug 20, 2016 | DescriptiveDocument Classification | —Unverified | 0 | 0 |
| Learning Word Embeddings from Speech | Nov 5, 2017 | DecoderLearning Word Embeddings | —Unverified | 0 | 0 |
| Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects | Sep 4, 2017 | GPULearning Word Embeddings | —Unverified | 0 | 0 |
| Learning Word Embeddings without Context Vectors | Aug 1, 2019 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 | 0 |
| Learning Word Representations with Regularization from Prior Knowledge | Aug 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations | Jun 1, 2022 | Information RetrievalLearning Word Embeddings | —Unverified | 0 | 0 |
| Lexical Simplification with the Deep Structured Similarity Model | Nov 1, 2017 | Image CaptioningLearning Word Embeddings | —Unverified | 0 | 0 |
| Lexicon Infused Phrase Embeddings for Named Entity Resolution | Apr 22, 2014 | Entity ResolutionForm | —Unverified | 0 | 0 |
| Methodical Evaluation of Arabic Word Embeddings | Jul 1, 2017 | Document ClassificationLearning Word Embeddings | —Unverified | 0 | 0 |
| Model-Free Context-Aware Word Composition | Aug 1, 2018 | Dimensionality ReductionLearning Word Embeddings | —Unverified | 0 | 0 |
| Multi-Granularity Chinese Word Embedding | Nov 1, 2016 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 | 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 | 0 |
| On Learning Word Embeddings From Linguistically Augmented Text Corpora | May 1, 2019 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 | 0 |
