Victor Prokhorov
8 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Bronze ๐บ๏ธ Taxonomy Completionist (17) ๐ฃ Hot Topic Early Bird
๐
Conference Pioneer
Top co-authors
Research topics
Keywords
representation learning
(4)
variational autoencoder
(3)
latent variable
(2)
word embedding
(2)
inductive bia
(2)
unsupervised learning
(2)
word representation
(2)
lexical semantics
(1)
kullback-leibler divergence
(1)
sparse representation
(1)
semantic alignment
(1)
graph embedding
(1)
semantic similarity
(1)
knowledge graph
(1)
text representation
(1)
text classification
(1)
text generation
(1)
latent representation
(1)
generative model
(1)
cross-lingual transfer
(1)
Papers
Autoencoding Conditional Neural Processes for Representation Learning
ICML 2024
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure
EMNLP 2023
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders
ACL 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets
ACL 2021
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models
NAACL 2019
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation
EMNLP 2019
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces
AAAI 2019
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
EMNLP 2018