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ORCIDVictor Prokhorov
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2020 – today
- 2024
[c8]Victor Prokhorov, Ivan Titov, N. Siddharth:
Autoencoding Conditional Neural Processes for Representation Learning. ICML 2024- 2023
- [c7]Mattia Opper, Victor Prokhorov, Siddharth Narayanaswamy:
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. EMNLP 2023: 7544-7560 - [i9]Mattia Opper, Victor Prokhorov, N. Siddharth:
StrAE: Autoencoding for Pre-Trained Embeddings using Explicit Structure. CoRR abs/2305.05588 (2023) - [i8]Victor Prokhorov, Ivan Titov, N. Siddharth:
Autoencoding Conditional Neural Processes for Representation Learning. CoRR abs/2305.18485 (2023) - 2021
- [c6]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: 34-46 - [c5]Lan Zhang
, Victor Prokhorov, Ehsan Shareghi:
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. RepL4NLP@ACL-IJCNLP 2021: 128-140 - [i7]Lan Zhang, Victor Prokhorov, Ehsan Shareghi:
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets. CoRR abs/2106.03631 (2021) - 2020
- [i6]Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier:
Hierarchical Sparse Variational Autoencoder for Text Encoding. CoRR abs/2009.12421 (2020)
2010 – 2019
- 2019
- [c4]Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. AAAI 2019: 6900-6907 - [c3]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: 118-127 - [c2]Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. NAACL-HLT (1) 2019: 1968-1976 - [i5]Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier:
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models. CoRR abs/1904.02996 (2019) - [i4]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 abs/1909.13668 (2019) - 2018
- [c1]Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier:
Card-660: A Reliable Evaluation Framework for Rare Word Representation Models. EMNLP 2018: 1391-1401 - [i3]Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier:
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models. CoRR abs/1808.09308 (2018) - [i2]Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces. CoRR abs/1811.04983 (2018) - 2017
- [i1]Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Liò, Nigel Collier:
Learning Rare Word Representations using Semantic Bridging. CoRR abs/1707.07554 (2017)
Coauthor Index
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