Explore or exploit? A generic model and an exactly solvable case. - Thomas Gueudré; Alexander Dobrinevski; Jean-Philippe Bouchaud (CoRR, 2013)

A multi-scale coevolutionary approach to predict interactions between protein domains. - Giancarlo Croce; Thomas Gueudré; Maria Ruiz-Cuevas; Victoria Keidel; Matteo Figliuzzi; Hendrik Szurmant; Martin Weigt (PLoS Comput. Biol., 2019)

Truecasing German user-generated conversational text. - Yulia Grishina; Thomas Gueudré; Ralf Winkler (W-NUT@EMNLP, 2020)

Expectation propagation for the diluted Bayesian classifier. - Alfredo Braunstein; Thomas Gueudré; Andrea Pagnani; Mirko Pieropan (CoRR, 2020)

Predicting Interacting Protein Pairs by Coevolutionary Paralog Matching. - Thomas Gueudré; Carlo Baldassi; Andrea Pagnani; Martin Weigt (Protein-Protein Interaction Networks, 2020)

Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks. - Charith Peris; Lizhen Tan; Thomas Gueudré; Turan Gojayev; Pan Wei; Gokmen Oz (EMNLP (Industry Track), 2022)

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. - Jack FitzGerald; Shankar Ananthakrishnan; Konstantine Arkoudas; Davide Bernardi; Abhishek Bhagia; Claudio Delli Bovi; Jin Cao 003; Rakesh Chada; Amit Chauhan; Luoxin Chen; Anurag Dwarakanath; Satyam Dwivedi; et al. (KDD, 2022)

Constraining word alignments with posterior regularization for label transfer. - Thomas Gueudré; Kevin Martin Jose (NAACL-HLT (Industry Papers), 2022)

Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems. - Jack FitzGerald; Shankar Ananthakrishnan; Konstantine Arkoudas; Davide Bernardi; Abhishek Bhagia; Claudio Delli Bovi; Jin Cao 003; Rakesh Chada; Amit Chauhan; Luoxin Chen; Anurag Dwarakanath; Satyam Dwivedi; et al. (CoRR, 2022)

Sharing Encoder Representations across Languages, Domains and Tasks in Large-Scale Spoken Language Understanding. - Jonathan J. Hüser; Judith Gaspers; Thomas Gueudré; Chandana Satya Prakash; Jin Cao; Daniil Sorokin; Quynh Do; Nicolas Anastassacos; Tobias Falke; Turan Gojayev (ACL (industry), 2023)

Exploring Subgroup Performance in End-to-End Speech Models. - Alkis Koudounas; Eliana Pastor; Giuseppe Attanasio; Vittorio Mazzia; Manuel Giollo; Thomas Gueudré; Luca Cagliero; Luca de Alfaro; Elena Baralis; Daniele Amberti (ICASSP, 2023)

Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models. - Alkis Koudounas; Eliana Pastor; Vittorio Mazzia; Manuel Giollo; Thomas Gueudré; Elisa Reale; Giuseppe Attanasio; Luca Cagliero; Sandro Cumani; Luca De Alfaro; Elena Baralis; Daniele Amberti (ICASSP Workshops, 2024)

Towards Comprehensive Subgroup Performance Analysis in Speech Models. - Alkis Koudounas; Eliana Pastor; Giuseppe Attanasio; Vittorio Mazzia; Manuel Giollo; Thomas Gueudré; Elisa Reale; Luca Cagliero; Sandro Cumani; Luca de Alfaro; Elena Baralis; Daniele Amberti (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs. - Luca Cagliero; Lorenzo Vaiani; Eliana Pastor; Alkis Koudounas; Elena Baralis; Vittorio Mazzia; Sandro Pollastrini; Thomas Gueudré; Manuel Giollo; Daniele Amberti; Yue Wu (ACL (Findings), 2025)