作者位次 #7/12ACL 2026Findings· Findings of ACL
JTPRO : A Joint Tool–Prompt Reflective Optimization Framework for Language Agents
Sandip Ghoshal · Anshul Mittal · Jyotika Singh · Miguel Ballesteros · Weiyi Sun · Fang Tu · Shailender Singh · Yassine Benajiba · Syed Fahad Allam Shah · Sujeeth Bharadwaj · Sujith Ravi · Dan Roth
摘要
Large language model (LLM) agents augmented with external tools often struggle as number of tools grow large and become domain-specific. In such settings, ambiguous tool descriptions and under-specified agent instructions frequently lead to tool mis-selection and incorrect slot/value instantiatio...