Nazanin Esmaili

According to our database, Nazanin Esmaili authored at least 7 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Neural Topic Model Training with the REBAR Gradient Estimator.

Amit Kumar, Nazanin Esmaili, Massimo Piccardi

ACM Trans. Asian Low Resour. Lang. Inf. Process., September, 2022

A Temperature-Modified Dynamic Embedded Topic Model.

Amit Kumar, Nazanin Esmaili, Massimo Piccardi

Proceedings of the Data Mining - 20th Australasian Conference, AusDM 2022, Western Sydney, 2022

2021

Multichannel mixture models for time-series analysis and classification of engagement with multiple health services: An application to psychology and physiotherapy utilization patterns after traffic accidents.

Nazanin Esmaili, Quinlan D. Buchlak, Massimo Piccardi, Bernie Kruger, Federico Girosi

Artif. Intell. Medicine, 2021

Topic-Document Inference With the Gumbel-Softmax Distribution.

Amit Kumar, Nazanin Esmaili, Massimo Piccardi

IEEE Access, 2021

A REINFORCEd Variational Autoencoder Topic Model.

Amit Kumar, Nazanin Esmaili, Massimo Piccardi

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2020

Leveraging Discourse Rewards for Document-Level Neural Machine Translation.

Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems.

Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019