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Learning Word Embeddings

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TitleStatusHype
One Embedder, Any Task: Instruction-Finetuned Text EmbeddingsCode4
MorphTE: Injecting Morphology in Tensorized EmbeddingsCode1
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from SpeechCode1
Comply: Learning Sentences with Complex Weights inspired by Fruit Fly OlfactionCode0
Multi-Relational Hyperbolic Word Embeddings from Natural Language DefinitionsCode0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph—0
Leveraging a Bilingual Dictionary to Learn Wolastoqey Word Representations—0
ViCE: Improving Dense Representation Learning by Superpixelization and Contrasting Cluster AssignmentCode0
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report—0
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings—0
Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds—0
TemporalTeller at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection with Temporal Referencing—0
Automatic Word Association Norms (AWAN)—0
Embedding Structured Dictionary Entries—0
In Neural Machine Translation, What Does Transfer Learning Transfer?—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 )—0
InfiniteWalk: Deep Network Embeddings as Laplacian Embeddings with a NonlinearityCode0
Learning Cross-Context Entity Representations from Text—0
Machine Translation with Cross-lingual Word EmbeddingsCode0
Neural Graph Embedding Methods for Natural Language ProcessingCode0
DeepXML: Scalable & Accurate Deep Extreme Classification for Matching User Queries to Advertiser Bid Phrases—0
Learning Word Embeddings without Context Vectors—0
Few-Shot Representation Learning for Out-Of-Vocabulary WordsCode0
Towards Incremental Learning of Word Embeddings Using Context InformativenessCode0
Variational Sequential Labelers for Semi-Supervised LearningCode0
Learning Word Embeddings with Domain AwarenessCode0
Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs—0
Poincare Glove: Hyperbolic Word EmbeddingsCode0
On Learning Word Embeddings From Linguistically Augmented Text Corpora—0
Learning Entity Representations for Few-Shot Reconstruction of Wikipedia Categories—0
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings—0
Cluster Labeling by Word Embeddings and WordNet's Hypernymy—0
Quantifying Context Overlap for Training Word Embeddings—0
Cross-lingual Lexical Sememe PredictionCode0
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional NetworksCode0
Exploration on Grounded Word Embedding: Matching Words and Images with Image-Enhanced Skip-Gram Model—0
Skip-gram word embeddings in hyperbolic spaceCode0
Encoding Sentiment Information into Word Vectors for Sentiment Analysis—0
Model-Free Context-Aware Word Composition—0
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets—0
Subword-level Composition Functions for Learning Word Embeddings—0
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings—0
Learning Word Embeddings for Low-Resource Languages by PU Learning—0
Adversarial Contrastive Estimation—0
Learning Word Embeddings from Speech—0
Grammatical Error Detection Using Error- and Grammaticality-Specific Word EmbeddingsCode0
Lexical Simplification with the Deep Structured Similarity Model—0
Injecting Word Embeddings with Another Language's Resource : An Application of Bilingual Embeddings—0
MIPA: Mutual Information Based Paraphrase Acquisition via Bilingual PivotingCode0
Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics—0
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