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Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets


Jun 07, 2021
Lan Zhang, Victor Prokhorov, Ehsan Shareghi

* Accepted to RepL4NLP 2021 

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Hierarchical Sparse Variational Autoencoder for Text Encoding


Sep 25, 2020
Victor Prokhorov, Yingzhen Li, Ehsan Shareghi, Nigel Collier


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On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation


Sep 30, 2019
Victor Prokhorov, Ehsan Shareghi, Yingzhen Li, Mohammad Taher Pilehvar, Nigel Collier

* 10 pages; Accepted in 3rd Workshop on Neural Generation and Translation (WNGT 2019) 

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Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models


Apr 05, 2019
Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier

* accepted at naacl 2019 

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Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces


Nov 12, 2018
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Lio, Nigel Collier

* Accepted for presentation at AAAI 2019 

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Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models


Aug 28, 2018
Mohammad Taher Pilehvar, Dimitri Kartsaklis, Victor Prokhorov, Nigel Collier

* EMNLP 2018 

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Learning Rare Word Representations using Semantic Bridging


Jul 24, 2017
Victor Prokhorov, Mohammad Taher Pilehvar, Dimitri Kartsaklis, Pietro Lió, Nigel Collier


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