Semantic Representation for Collaboration Trajectories in Communities of Practice. - Matheus Pereira; Rosa Maria Vicari; João Luis Tavares da Silva (IBERAMIA, 2018)

Semantic Collaboration Trajectories in Communities of Practice. - Matheus Pereira; Rosa Maria Vicari; João Luis Tavares da Silva (ITS, 2018)

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. - Lucas Caccia; Edoardo Maria Ponti; Lucas Liu; Matheus Pereira; Nicolas Le Roux; Alessandro Sordoni (CoRR, 2022)

Multi-Head Adapter Routing for Cross-Task Generalization. - Lucas Page-Caccia; Edoardo Maria Ponti; Zhan Su 002; Matheus Pereira; Nicolas Le Roux; Alessandro Sordoni (NeurIPS, 2023)

Joint Prompt Optimization of Stacked LLMs using Variational Inference. - Alessandro Sordoni; Eric Yuan; Marc-Alexandre Côté; Matheus Pereira; Adam Trischler; Ziang Xiao; Arian Hosseini; Friederike Niedtner; Nicolas Le Roux (NeurIPS, 2023)

Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference. - Alessandro Sordoni; Xingdi Yuan; Marc-Alexandre Côté; Matheus Pereira; Adam Trischler; Ziang Xiao; Arian Hosseini; Friederike Niedtner; Nicolas Le Roux (CoRR, 2023)

Towards Modular LLMs by Building and Reusing a Library of LoRAs. - Oleksiy Ostapenko; Zhan Su 002; Edoardo Maria Ponti; Laurent Charlin; Nicolas Le Roux; Matheus Pereira; Lucas Caccia; Alessandro Sordoni (CoRR, 2024)

debug-gym: A Text-Based Environment for Interactive Debugging. - Xingdi Yuan; Morgane M. Moss; Charbel El Feghali; Chinmay Singh; Darya Moldavskaya; Drew MacPhee; Lucas Caccia; Matheus Pereira; Minseon Kim; Alessandro Sordoni; Marc-Alexandre Côté (CoRR, 2025)