4 papers
Git-Assistant: Planning-Based Support for Updating Git Repositories
Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo
Version control systems are essential for collaborative software development, yet tools like git remain challenging for many practitioners. Recent advances in Large Language Models…
GenPlanX. Generation of Plans and Execution
Daniel Borrajo, Giuseppe Canonaco, Tomás de la Rosa +10
Classical AI Planning techniques generate sequences of actions for complex tasks. However, they lack the ability to understand planning tasks when provided using natural language.…
On the Temporal Question-Answering Capabilities of Large Language Models Over Anonymized Data
Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo
The applicability of Large Language Models (LLMs) in temporal reasoning tasks over data that is not present during training is still a field that remains to be explored. In this pa…
TRIM: Token Reduction and Inference Modeling for Cost-Effective Language Generation
Alfredo Garrachón Ruiz, Tomás de la Rosa, Daniel Borrajo
The high inference cost of Large Language Models (LLMs) poses challenges, especially for tasks requiring lengthy outputs. However, natural language often contains redundancy, which…