Lucas Caccia

Chercheur principal

Publications

Afficher par:

- Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts
  
  Sanae Lotfi, Lucas Caccia, Alessandro Sordoni, Jordan Ash, Miroslav Dudík
  
  March 2026
  
  Publication
- Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts
  
  Samin Yeasar Arnob, Zhan Su, Minseon Kim, Oleksiy Ostapenko, Riyasat Ohib, Esra'a Saleh, Doina Precup, Lucas Caccia, Alessandro Sordoni
  
  COLM 2025 | July 2025
  
  Publication
- Training Plug-and-Play Knowledge Modules with Deep Context Distillation
  
  Lucas Caccia, Alan Ansell, E. Ponti, Ivan Vuli'c, Alessandro Sordoni
  
  COLM 2025 | July 2025
  
  Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Éric Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  Publication Accès
- A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
  
  Prateek Yadav, Colin Raffel, Mohammed Muqeeth, Lucas Caccia, Haokun Liu, Tian-Xiang Chen, Mohit Bansal, Leshem Choshen, Alessandro Sordoni
  
  ArXiv | August 2024, Vol abs/2408.07057
  
  DOI Publication Publication
- Multi-Head Adapter Routing for Data-Efficient Fine-Tuning
  
  Lucas Caccia, E. Ponti, Lu Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  ArXiv | November 2023, Vol abs/2211.03831
  
  DOI Publication Publication

- Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts
  
  Sanae Lotfi, Lucas Caccia, Alessandro Sordoni, Jordan Ash, Miroslav Dudík
  
  March 2026
  
  Publication
- Training Plug-and-Play Knowledge Modules with Deep Context Distillation
  
  Lucas Caccia, Alan Ansell, E. Ponti, Ivan Vuli'c, Alessandro Sordoni
  
  COLM 2025 | July 2025
  
  Publication
- Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts
  
  Samin Yeasar Arnob, Zhan Su, Minseon Kim, Oleksiy Ostapenko, Riyasat Ohib, Esra'a Saleh, Doina Precup, Lucas Caccia, Alessandro Sordoni
  
  COLM 2025 | July 2025
  
  Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Éric Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  Publication Accès
- A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
  
  Prateek Yadav, Colin Raffel, Mohammed Muqeeth, Lucas Caccia, Haokun Liu, Tian-Xiang Chen, Mohit Bansal, Leshem Choshen, Alessandro Sordoni
  
  ArXiv | August 2024, Vol abs/2408.07057
  
  DOI Publication Publication
- Multi-Head Adapter Routing for Data-Efficient Fine-Tuning
  
  Lucas Caccia, E. Ponti, Lu Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  ArXiv | November 2023, Vol abs/2211.03831
  
  DOI Publication Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Éric Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  Publication Accès

- Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts
  
  Sanae Lotfi, Lucas Caccia, Alessandro Sordoni, Jordan Ash, Miroslav Dudík
  
  March 2026
  
  Publication
- debug-gym: A Text-Based Environment for Interactive Debugging
  
  Éric Yuan, Morgane M Moss, Charbel Feghali, Chinmay Singh, Darya Moldavskaya, Drew MacPhee, Lucas Caccia, Matheus Pereira, Minseon Kim, Alessandro Sordoni, Marc-Alexandre Côté
  
  March 2025
  
  Publication Accès
- Training Plug-and-Play Knowledge Modules with Deep Context Distillation
  
  Lucas Caccia, Alan Ansell, E. Ponti, Ivan Vuli'c, Alessandro Sordoni
  
  COLM 2025 | July 2025
  
  Publication
- Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts
  
  Samin Yeasar Arnob, Zhan Su, Minseon Kim, Oleksiy Ostapenko, Riyasat Ohib, Esra'a Saleh, Doina Precup, Lucas Caccia, Alessandro Sordoni
  
  COLM 2025 | July 2025
  
  Publication
- A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
  
  Prateek Yadav, Colin Raffel, Mohammed Muqeeth, Lucas Caccia, Haokun Liu, Tian-Xiang Chen, Mohit Bansal, Leshem Choshen, Alessandro Sordoni
  
  ArXiv | August 2024, Vol abs/2408.07057
  
  DOI Publication Publication
- Multi-Head Adapter Routing for Data-Efficient Fine-Tuning
  
  Lucas Caccia, E. Ponti, Lu Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni
  
  ArXiv | November 2023, Vol abs/2211.03831
  
  DOI Publication Publication

Lucas Caccia

Publications

Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts

Training Plug-and-Play Knowledge Modules with Deep Context Distillation

debug-gym: A Text-Based Environment for Interactive Debugging

A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning

Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts

Training Plug-and-Play Knowledge Modules with Deep Context Distillation

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts

debug-gym: A Text-Based Environment for Interactive Debugging

A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning

debug-gym: A Text-Based Environment for Interactive Debugging

Trade-offs in Ensembling, Merging and Routing Among Parameter-Efficient Experts

debug-gym: A Text-Based Environment for Interactive Debugging

Training Plug-and-Play Knowledge Modules with Deep Context Distillation

Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts

A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning

Multi-Head Adapter Routing for Data-Efficient Fine-Tuning

Contact Lucas Caccia

Laboratoire de recherche Microsoft – Montréal