Tsvetomila Borisova Mihaylova

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-06-2018 / 01-06-2023
Roles held in IT:	Researcher
Former IT thematic line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Publications

1Books

V. Niculae, C. Corro, T. Mihaylova, N. Nangia, A. Martins, Discrete Latent Structure in Neural Networks, Now Publishers, Boston - Delft, 2025,
| BibTex

3Papers in Conferences

T. Mihaylova, V. Niculae, A. Martins, Modeling Structure with Undirected Neural Networks, International Conf. on Machine Learning - ICML, Baltimore, United States, Vol., pp. -, July, 2022 | Full text (PDF 948 KBs) | BibTex
A. Martins, T. Mihaylova, V. Niculae, Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning, Empirical Methods in Language Processing - EMNLP, Punta Cana, Dominican Republic, November, 2020 | Full text (PDF 528 KBs) | BibTex
A. Martins, V. Niculae, T. Mihaylova, N. Nangia, Latent Structure Models for Natural Language Processing, Annual Meeting of the Association for Computational Linguistics - ACL, Florence, Italy, July, 2019 | BibTex

Projects

Acronym	Name	Funding Agency	Start date	Ending date
DeepSPIN	DeepSPIN	EU/H2020	01-02-2018	01-02-2023