Victor Prokhorov

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Text Generation

Multiple Representations

Synthetic Datasets

Top Venues

RepL4NLP@ACL-IJCNLP

Publications

Mattia Opper, Victor Prokhorov, Siddharth Narayanaswamy
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. EMNLP (2023)
Mattia Opper, Victor Prokhorov, N. Siddharth
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. CoRR (2023)
Victor Prokhorov, Ivan Titov, N. Siddharth
Autoencoding Conditional Neural Processes for Representation Learning. CoRR (2023)
Lan Zhang, Victor Prokhorov, Ehsan Shareghi
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. CoRR (2021)
Lan Zhang, Victor Prokhorov, Ehsan Shareghi
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. RepL4NLP@ACL-IJCNLP (2021)
Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders. RepL4NLP@ACL-IJCNLP (2021)
Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier
Hierarchical Sparse Variational Autoencoder for Text Encoding. CoRR (2020)
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI (2019)
Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. CoRR (2019)
Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation. NGT@EMNLP-IJCNLP (2019)
Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) (2019)
Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR (2019)
Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR (2018)
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR (2018)
Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier
Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. EMNLP (2018)
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier
Learning Rare Word Representations using Semantic Bridging. CoRR (2017)