| One Embedder, Any Task: Instruction-Finetuned Text Embeddings | Dec 19, 2022 | Information RetrievalLearning Word Embeddings | CodeCode Available | 4 |
| MorphTE: Injecting Morphology in Tensorized Embeddings | Oct 27, 2022 | Learning Word EmbeddingsMachine Translation | CodeCode Available | 1 |
| Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech | Mar 23, 2018 | DecoderLearning Word Embeddings | CodeCode Available | 1 |
| Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction | Feb 3, 2025 | Computational EfficiencyLearning Word Embeddings | CodeCode Available | 0 |
| Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions | May 12, 2023 | Learning Word EmbeddingsRepresentation Learning | CodeCode Available | 0 |
| HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph | Oct 1, 2022 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations | Jun 1, 2022 | Information RetrievalLearning Word Embeddings | —Unverified | 0 |
| ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment | Nov 24, 2021 | Contrastive LearningDomain Generalization | CodeCode Available | 0 |
| Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report | Aug 17, 2021 | Bias DetectionLearning Word Embeddings | —Unverified | 0 |
| Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings | Apr 18, 2021 | Generalization BoundsLearning Word Embeddings | —Unverified | 0 |
| Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds | Feb 8, 2021 | ClusteringLearning Word Embeddings | —Unverified | 0 |
| Automatic Word Association Norms (AWAN) | Dec 1, 2020 | Learning Word EmbeddingsReverse Dictionary | —Unverified | 0 |
| TemporalTeller at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection with Temporal Referencing | Dec 1, 2020 | Change DetectionLearning Word Embeddings | —Unverified | 0 |
| Embedding Structured Dictionary Entries | Nov 1, 2020 | Learning Word EmbeddingsMulti-Task Learning | —Unverified | 0 |
| In Neural Machine Translation, What Does Transfer Learning Transfer? | Jul 1, 2020 | Learning Word EmbeddingsMachine Translation | —Unverified | 0 |
| Apprentissage de plongements de mots sur des corpus en langue de sp\'ecialit\'e : une \'etude d'impact (Learning word embeddings on domain specific corpora : an impact study ) | Jun 1, 2020 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a Nonlinearity | May 29, 2020 | Learning Word EmbeddingsMulti-Label Classification | CodeCode Available | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Machine Translation with Cross-lingual Word Embeddings | Dec 10, 2019 | Cross-Lingual Word EmbeddingsLearning Word Embeddings | CodeCode Available | 0 |
| Neural Graph Embedding Methods for Natural Language Processing | Nov 8, 2019 | Graph EmbeddingKnowledge Graphs | CodeCode Available | 0 |
| DeepXML: Scalable & Accurate Deep Extreme Classification for Matching User Queries to Advertiser Bid Phrases | Sep 25, 2019 | Learning Word EmbeddingsMulti-Label Learning | —Unverified | 0 |
| Learning Word Embeddings without Context Vectors | Aug 1, 2019 | Learning Word EmbeddingsWord Embeddings | —Unverified | 0 |
| Towards Incremental Learning of Word Embeddings Using Context Informativeness | Jul 1, 2019 | Incremental LearningInformativeness | CodeCode Available | 0 |
| Few-Shot Representation Learning for Out-Of-Vocabulary Words | Jul 1, 2019 | Learning Word EmbeddingsMeta-Learning | CodeCode Available | 0 |
| Variational Sequential Labelers for Semi-Supervised Learning | Jun 23, 2019 | Learning Word EmbeddingsWord Embeddings | CodeCode Available | 0 |
