Silvia Terragni

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Top Venues

Publications

Ivan Sekulic, Silvia Terragni, Victor Guimarães, Nghia Khau, Bruna Guedes, Modestas Filipavicius, André Ferreira Manso, Roland Mathis
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems. CoRR (2024)
Silvia Terragni, Modestas Filipavicius, Nghia Khau, Bruna Guedes, André Manso, Roland Mathis
In-Context Learning User Simulators for Task-Oriented Dialog Systems. CoRR (2023)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri
Contrastive Language-Image Pre-training for the Italian Language. CLiC-it (2023)
Silvia Terragni, Antonio Candelieri, Elisabetta Fersini
The role of hyper-parameters in relational topic models: Prediction capabilities vs topic quality. Inf. Sci. 632 (2023)
Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue
FashionCLIP: Connecting Language and Images for Product Representations. CoRR (2022)
Silvia Terragni, Ismail Harrando, Pasquale Lisena, Raphaël Troncy, Elisabetta Fersini
One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization. CoRR (2022)
Silvia Terragni, Elisabetta Fersini, Enza Messina
Word Embedding-Based Topic Similarity Measures. NLDB (2021)
Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri
OCTIS: Comparing and Optimizing Topic models is Simple! EACL (System Demonstrations) (2021)
Silvia Terragni, Elisabetta Fersini
OCTIS 2.0: Optimizing and Comparing Topic Models in Italian Is Even Simpler! CLiC-it (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. EACL (2021)
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi
Contrastive Language-Image Pre-training for the Italian Language. CoRR (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. ACL/IJCNLP (2) (2021)
Silvia Terragni, Elisabetta Fersini
An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures. RANLP (2021)
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
Cross-lingual Contextualized Topic Models with Zero-shot Learning. CoRR (2020)
Federico Bianchi, Silvia Terragni, Dirk Hovy
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. CoRR (2020)
Silvia Terragni, Elisabetta Fersini, Enza Messina
Constrained Relational Topic Models. Inf. Sci. 512 (2020)
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models. Insights (2020)