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Learning Word Embeddings
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Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions
One Embedder, Any Task: Instruction-Finetuned Text Embeddings
MorphTE: Injecting Morphology in Tensorized Embeddings
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster Assignment
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings
Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds
InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a Nonlinearity
Learning Cross-Context Entity Representations from Text
Machine Translation with Cross-lingual Word Embeddings
Neural Graph Embedding Methods for Natural Language Processing
Few-Shot Representation Learning for Out-Of-Vocabulary Words
Variational Sequential Labelers for Semi-Supervised Learning
Learning Word Embeddings with Domain Awareness
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
Exploration on Grounded Word Embedding: Matching Words and Images with Image-Enhanced Skip-Gram Model
Skip-gram word embeddings in hyperbolic space
Adversarial Contrastive Estimation
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from Speech
Learning Word Embeddings from Speech
Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics
Using $k$-way Co-occurrences for Learning Word Embeddings
Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects
Sentiment Analysis by Joint Learning of Word Embeddings and Classifier
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation
Jointly Learning Word Embeddings and Latent Topics
The Mixing method: low-rank coordinate descent for semidefinite programming with diagonal constraints
Learning Word Embeddings from Intrinsic and Extrinsic Views
Part-of-Speech Relevance Weights for Learning Word Embeddings
The Role of Context Types and Dimensionality in Learning Word Embeddings
Learning the Dimensionality of Word Embeddings
WordRank: Learning Word Embeddings via Robust Ranking
Lexicon Infused Phrase Embeddings for Named Entity Resolution
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