Silvia Terragni

According to our database, Silvia Terragni authored at least 15 papers between 2020 and 2024.

Collaborative distances:

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

2024

Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems.

Ivan Sekulic, Silvia Terragni, Victor Guimarães, Nghia Khau, Bruna Guedes, Modestas Filipavicius, André Ferreira Manso, Roland Mathis

CoRR, 2024

2023

The role of hyper-parameters in relational topic models: Prediction capabilities vs topic quality.

Silvia Terragni, Antonio Candelieri, Elisabetta Fersini

Inf. Sci., 2023

In-Context Learning User Simulators for Task-Oriented Dialog Systems.

Silvia Terragni, Modestas Filipavicius, Nghia Khau, Bruna Guedes, André Ferreira Manso, Roland Mathis

CoRR, 2023

Contrastive Language-Image Pre-training for the Italian Language.

Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri

Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023

2022

FashionCLIP: Connecting Language and Images for Product Representations.

Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue

CoRR, 2022

One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization.

Silvia Terragni, Ismail Harrando, Pasquale Lisena, Raphaël Troncy, Elisabetta Fersini

CoRR, 2022

2021

Contrastive Language-Image Pre-training for the Italian Language.

Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi

CoRR, 2021

An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures.

Silvia Terragni, Elisabetta Fersini

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Word Embedding-Based Topic Similarity Measures.

Silvia Terragni, Elisabetta Fersini, Enza Messina

Proceedings of the Natural Language Processing and Information Systems, 2021

OCTIS: Comparing and Optimizing Topic models is Simple!

Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations, 2021

Cross-lingual Contextualized Topic Models with Zero-shot Learning.

Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

OCTIS 2.0: Optimizing and Comparing Topic Models in Italian Is Even Simpler!

Silvia Terragni, Elisabetta Fersini

Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021

Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence.

Federico Bianchi, Silvia Terragni, Dirk Hovy

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Constrained Relational Topic Models.

Silvia Terragni, Elisabetta Fersini, Enza Messina

Inf. Sci., 2020

Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models.

Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina

Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020