Matheus Pereira

According to our database, Matheus Pereira authored at least 8 papers between 2018 and 2025.

Collaborative distances:

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

2025

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, March, 2025

2024

Towards Modular LLMs by Building and Reusing a Library of LoRAs.

Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni

CoRR, 2024

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

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Multi-Head Adapter Routing for Cross-Task Generalization.

Lucas Page-Caccia, Edoardo Maria Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

2018

Semantic Collaboration Trajectories in Communities of Practice.

Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva

Proceedings of the Intelligent Tutoring Systems - 14th International Conference, 2018

Semantic Representation for Collaboration Trajectories in Communities of Practice.

Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2018, 2018