Victor Prokhorov
2021
Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders
Victor Prokhorov
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Yingzhen Li
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Ehsan Shareghi
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Nigel Collier
Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021)
Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets
Lan Zhang
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Victor Prokhorov
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Ehsan Shareghi
Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021)
2019
Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models
Victor Prokhorov
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Mohammad Taher Pilehvar
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Nigel Collier
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation
Victor Prokhorov
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Ehsan Shareghi
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Yingzhen Li
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Mohammad Taher Pilehvar
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Nigel Collier
Proceedings of the 3rd Workshop on Neural Generation and Translation
2018
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models
Mohammad Taher Pilehvar
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Dimitri Kartsaklis
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Victor Prokhorov
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Nigel Collier
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing
Co-authors
- Nigel Collier 4
- Mohammad Taher Pilehvar 3
- Ehsan Shareghi 3
- Yingzhen Li 2
- Dimitri Kartsaklis 1
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