Silvia Terragni

19 papers A 1C 1Misc 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
Evaluating Cost-Accuracy Trade-offs in Multimodal Search Relevance Judgements.
MMSR@CIKM
Silvia Terragni, Hoang Cuong, Joachim Daiber, Pallavi Gudipati, Pablo N. Mendes
2024 J jnl
Evaluating Cost-Accuracy Trade-offs in Multimodal Search Relevance Judgements.
CoRR
Silvia Terragni, Hoang Cuong, Joachim Daiber, Pallavi Gudipati, Pablo N. Mendes
2024 J jnl
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems.
CoRR
Ivan Sekulic, Silvia Terragni, Victor Guimarães, Nghia Khau, Bruna Guedes, Modestas Filipavicius, André Ferreira Manso, Roland Mathis
2023 — conf
Contrastive Language-Image Pre-training for the Italian Language.
CLiC-it
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Dario Balestri
2023 J jnl
In-Context Learning User Simulators for Task-Oriented Dialog Systems.
CoRR
Silvia Terragni, Modestas Filipavicius, Nghia Khau, Bruna Guedes, André Ferreira Manso, Roland Mathis
2023 J jnl
The role of hyper-parameters in relational topic models: Prediction capabilities vs topic quality.
Inf. Sci.
Silvia Terragni, Antonio Candelieri, Elisabetta Fersini
2022 J jnl
FashionCLIP: Connecting Language and Images for Product Representations.
CoRR
Patrick John Chia, Giuseppe Attanasio, Federico Bianchi, Silvia Terragni, Ana Rita Magalhães, Diogo Gonçalves, Ciro Greco, Jacopo Tagliabue
2022 J jnl
One Configuration to Rule Them All? Towards Hyperparameter Transfer in Topic Models using Multi-Objective Bayesian Optimization.
CoRR
Silvia Terragni, Ismail Harrando, Pasquale Lisena, Raphaël Troncy, Elisabetta Fersini
2021 Misc conf
An Empirical Analysis of Topic Models: Uncovering the Relationships between Hyperparameters, Document Length and Performance Measures.
RANLP
Silvia Terragni, Elisabetta Fersini
2021 J jnl
Contrastive Language-Image Pre-training for the Italian Language.
CoRR
Federico Bianchi, Giuseppe Attanasio, Raphael Pisoni, Silvia Terragni, Gabriele Sarti, Sri Lakshmi
2021 A conf
Cross-lingual Contextualized Topic Models with Zero-shot Learning.
EACL
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
2021 — conf
OCTIS 2.0: Optimizing and Comparing Topic Models in Italian Is Even Simpler!
CLiC-it
Silvia Terragni, Elisabetta Fersini
2021 — conf
OCTIS: Comparing and Optimizing Topic models is Simple!
EACL (System Demonstrations)
Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri
2021 — conf
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence.
ACL/IJCNLP (2)
Federico Bianchi, Silvia Terragni, Dirk Hovy
2021 C conf
Word Embedding-Based Topic Similarity Measures.
NLDB
Silvia Terragni, Elisabetta Fersini, Enza Messina
2020 J jnl
Constrained Relational Topic Models.
Inf. Sci.
Silvia Terragni, Elisabetta Fersini, Enza Messina
2020 J jnl
Cross-lingual Contextualized Topic Models with Zero-shot Learning.
CoRR
Federico Bianchi, Silvia Terragni, Dirk Hovy, Debora Nozza, Elisabetta Fersini
2020 J jnl
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence.
CoRR
Federico Bianchi, Silvia Terragni, Dirk Hovy
2020 — conf
Which Matters Most? Comparing the Impact of Concept and Document Relationships in Topic Models.
Insights
Silvia Terragni, Debora Nozza, Elisabetta Fersini, Enza Messina