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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
AutoExtend: Combining Word Embeddings with Semantic Resources—0
Automatic Word Association Norms (AWAN)—0
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report—0
Cluster Labeling by Word Embeddings and WordNet's Hypernymy—0
Co-learning of Word Representations and Morpheme Representations—0
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation—0
DeepXML: Scalable & Accurate Deep Extreme Classification for Matching User Queries to Advertiser Bid Phrases—0
Dependency Based Embeddings for Sentence Classification Tasks—0
Different Contexts Lead to Different Word Embeddings—0
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings—0
Distributional Lesk: Effective Knowledge-Based Word Sense Disambiguation—0
Dual Embeddings and Metrics for Relational Similarity—0
Embedding Structured Dictionary Entries—0
Encoding Sentiment Information into Word Vectors for Sentiment Analysis—0
Exploration on Grounded Word Embedding: Matching Words and Images with Image-Enhanced Skip-Gram Model—0
Words are Vectors, Dependencies are Matrices: Learning Word Embeddings from Dependency Graphs—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
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings—0
Model-Free Context-Aware Word Composition—0
Multi-Granularity Chinese Word Embedding—0
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings—0
On Learning Word Embeddings From Linguistically Augmented Text Corpora—0
Part-of-Speech Relevance Weights for Learning Word Embeddings—0
Points2Vec: Unsupervised Object-level Feature Learning from Point Clouds—0
Quantifying Context Overlap for Training Word Embeddings—0
Refining Word Embeddings for Sentiment Analysis—0
Semantic Clustering and Convolutional Neural Network for Short Text Categorization—0
Semantic Information Extraction for Improved Word Embeddings—0
Sentiment Analysis by Joint Learning of Word Embeddings and Classifier—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
Subword-level Composition Functions for Learning Word Embeddings—0
TemporalTeller at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection with Temporal Referencing—0
The CMU Submission for the Shared Task on Language Identification in Code-Switched Data—0
The Role of Context Types and Dimensionality in Learning Word Embeddings—0
Towards Lexical Chains for Knowledge-Graph-based Word Embeddings—0
Using k-way Co-occurrences for Learning Word Embeddings—0
Word Embedding-based Antonym Detection using Thesauri and Distributional Information—0
Word Embeddings through Hellinger PCA—0
Adversarial Contrastive Estimation—0
Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings—0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph—0
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment—0
Improved Word Embeddings with Implicit Structure Information—0
Injecting Word Embeddings with Another Language's Resource : An Application of Bilingual Embeddings—0
In Neural Machine Translation, What Does Transfer Learning Transfer?—0
Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings—0
Jointly Learning Word Embeddings and Latent Topics—0
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