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Generation of lyrics lines conditioned on music audio clips

Sep 30, 2020
Olga Vechtomova, Gaurav Sahu, Dhruv Kumar

* Accepted to First Workshop on NLP for Music and Audio (NLP4MusA) at ISMIR 2020 

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Iterative Edit-Based Unsupervised Sentence Simplification

Jun 17, 2020
Dhruv Kumar, Lili Mou, Lukasz Golab, Olga Vechtomova

* The paper has been accepted to ACL 2020 

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Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction

May 04, 2020
Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert

* Accepted at ACL 2020 

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Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation

Apr 22, 2020
Vikash Balasubramanian, Ivan Kobyzev, Hareesh Bahuleyan, Ilya Shapiro, Olga Vechtomova

* Follow up to ACL 2020 submission 

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Stylized Text Generation Using Wasserstein Autoencoders with a Mixture of Gaussian Prior

Nov 10, 2019
Amirpasha Ghabussi, Lili Mou, Olga Vechtomova


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Dynamic Fusion for Multimodal Data

Nov 10, 2019
Gaurav Sahu, Olga Vechtomova

* 6 pages, 3 tables, 1 figure 

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Conditional Response Generation Using Variational Alignment

Nov 10, 2019
Kashif Khan, Gaurav Sahu, Vikash Balasubramanian, Lili Mou, Olga Vechtomova

* 7 pages, 2 Tables, 1 figure 

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Generating Sentences from Disentangled Syntactic and Semantic Spaces

Jul 06, 2019
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen

* 11 pages, accepted in ACL-2019 

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Distilling Task-Specific Knowledge from BERT into Simple Neural Networks

Mar 28, 2019
Raphael Tang, Yao Lu, Linqing Liu, Lili Mou, Olga Vechtomova, Jimmy Lin

* 8 pages, 2 figures; first three authors contributed equally 

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Generating lyrics with variational autoencoder and multi-modal artist embeddings

Dec 20, 2018
Olga Vechtomova, Hareesh Bahuleyan, Amirpasha Ghabussi, Vineet John

* 5 pages, 5 tables, 1 figure 

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Disentangled Representation Learning for Non-Parallel Text Style Transfer

Sep 11, 2018
Vineet John, Lili Mou, Hareesh Bahuleyan, Olga Vechtomova

* 11 pages, 7 figures, 6 tables; Preliminary work rejected by EMNLP-18 

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Probabilistic Natural Language Generation with Wasserstein Autoencoders

Jun 22, 2018
Hareesh Bahuleyan, Lili Mou, Kartik Vamaraju, Hao Zhou, Olga Vechtomova

* 7 Pages, 2 Tables, 3 Figures 

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Variational Attention for Sequence-to-Sequence Models

Jun 21, 2018
Hareesh Bahuleyan, Lili Mou, Olga Vechtomova, Pascal Poupart

* In Proceedings of COLING 2018. Also accepted by TADGM [email protected] 2018 for presentation 

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Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation

Jul 29, 2017
Vineet John, Olga Vechtomova

* Association for Computational Linguistics, Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), 869-873 
* 5 pages 

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