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ORCIDMatheus Pereira
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2020 – today
- 2025
[i7]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:
debug-gym: A Text-Based Environment for Interactive Debugging. CoRR abs/2503.21557 (2025)- [i6]Atharv Sonwane, Isadora White, Hyunji Lee, Matheus Pereira, Lucas Caccia, Minseon Kim, Zhengyan Shi, Chinmay Singh, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan:
BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills. CoRR abs/2510.19898 (2025) - [i5]Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia:
Gistify! Codebase-Level Understanding via Runtime Execution. CoRR abs/2510.26790 (2025) - [i4]Minseon Kim, Lucas Caccia, Zhengyan Shi, Matheus Pereira, Marc-Alexandre Côté, Xingdi Yuan, Alessandro Sordoni:
Learning to Extract Context for Context-Aware LLM Inference. CoRR abs/2512.11986 (2025) - 2024
- [i3]Oleksiy Ostapenko, Zhan Su, Edoardo Maria Ponti, Laurent Charlin, Nicolas Le Roux, Matheus Pereira, Lucas Caccia, Alessandro Sordoni:
Towards Modular LLMs by Building and Reusing a Library of LoRAs. CoRR abs/2405.11157 (2024) - 2023
- [c4]Lucas Page-Caccia, Edoardo Maria Ponti, Zhan Su, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni:
Multi-Head Adapter Routing for Cross-Task Generalization. NeurIPS 2023 - [c3]Alessandro Sordoni, Eric Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux:
Joint Prompt Optimization of Stacked LLMs using Variational Inference. NeurIPS 2023 - [i2]Alessandro Sordoni, Xingdi Yuan, Marc-Alexandre Côté, Matheus Pereira, Adam Trischler, Ziang Xiao, Arian Hosseini, Friederike Niedtner, Nicolas Le Roux:
Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference. CoRR abs/2306.12509 (2023) - 2022
- [i1]Lucas Caccia, Edoardo Maria Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni:
Multi-Head Adapter Routing for Data-Efficient Fine-Tuning. CoRR abs/2211.03831 (2022)
2010 – 2019
- 2018
- [c2]Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva
:
Semantic Representation for Collaboration Trajectories in Communities of Practice. IBERAMIA 2018: 54-66 - [c1]Matheus Pereira, Rosa Maria Vicari, João Luis Tavares da Silva:
Semantic Collaboration Trajectories in Communities of Practice. ITS 2018: 359-365
Coauthor Index
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