Martin Weyssow

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Retrieval Model

Top Venues

Softw. Syst. Model.

Publications

Martin Weyssow, Claudio Di Sipio, Davide Di Ruscio, Houari A. Sahraoui
CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code. MSR (2024)
Martin Weyssow, Aton Kamanda, Houari A. Sahraoui
CodeUltraFeedback: An LLM-as-a-Judge Dataset for Aligning Large Language Models to Coding Preferences. CoRR (2024)
Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models. CoRR (2023)
Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code. ESEC/SIGSOFT FSE (2023)
Martin Weyssow, Claudio Di Sipio, Davide Di Ruscio, Houari A. Sahraoui
CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code. CoRR (2023)
Martin Weyssow, Xin Zhou, Kisub Kim, David Lo, Houari A. Sahraoui
On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code. CoRR (2023)
Martin Weyssow, Houari A. Sahraoui, Bang Liu
Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning. ICSE (NIER) (2022)
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models. ASE (2022)
Martin Weyssow, Houari A. Sahraoui, Eugene Syriani
Recommending metamodel concepts during modeling activities with pre-trained language models. Softw. Syst. Model. 21 (3) (2022)
Martin Weyssow, Houari A. Sahraoui, Bang Liu
Better Modeling the Programming World with Code Concept Graphs-augmented Multi-modal Learning. CoRR (2022)
José Antonio Hernández López, Martin Weyssow, Jesús Sánchez Cuadrado, Houari A. Sahraoui
AST-Probe: Recovering abstract syntax trees from hidden representations of pre-trained language models. CoRR (2022)
Martin Weyssow, Houari A. Sahraoui, Eugene Syriani
Recommending Metamodel Concepts during Modeling Activities with Pre-Trained Language Models. CoRR (2021)
Gunter Mussbacher, Benoît Combemale, Jörg Kienzle, Silvia Abrahão, Hyacinth Ali, Nelly Bencomo, Márton Búr, Loli Burgueño, Gregor Engels, Pierre Jeanjean, Jean-Marc Jézéquel, Thomas Kühn, Sébastien Mosser, Houari A. Sahraoui, Eugene Syriani, Dániel Varró, Martin Weyssow
Opportunities in intelligent modeling assistance. Softw. Syst. Model. 19 (5) (2020)
Gunter Mussbacher, Benoît Combemale, Silvia Abrahão, Nelly Bencomo, Loli Burgueño, Gregor Engels, Jörg Kienzle, Thomas Kühn, Sébastien Mosser, Houari A. Sahraoui, Martin Weyssow
Towards an assessment grid for intelligent modeling assistance. MoDELS (Companion) (2020)
Martin Weyssow, Houari A. Sahraoui, Benoît Vanderose, Benoît Frénay
Function completion in the time of massive data: A code embedding perspective. CoRR (2020)