Victor Prokhorov
10 papers · 2018–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π
Century Club
(10)
π
Conference Pioneer
Conferences
EMNLP (3)
ACL (2)
IJCNLP (2)
AAAI (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
representation learning
(4)
unsupervised learning
(4)
variational autoencoder
(3)
representation disentanglement
(2)
inductive bia
(2)
sparse representation
(2)
sentence encoding
(2)
word embedding
(2)
text representation
(2)
word representation
(2)
latent representation
(2)
generative model
(2)
synthetic dataset
(2)
knowledge graph
(1)
semantic similarity
(1)
graph embedding
(1)
kullback-leibler divergence
(1)
lexical semantics
(1)
semantic alignment
(1)
text classification
(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
IJCNLP 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets
ACL 2021
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets
IJCNLP 2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders
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