2 papers
cs.CL2026
Task-Aware LoRA Adapter Composition via Similarity Retrieval in Vector Databases
Riya Adsul, Balachandra Devarangadi Sunil, Isha Nalawade +1
Parameter efficient fine tuning methods like LoRA have enabled task specific adaptation of large language models, but efficiently composing multiple specialized adapters for unseen…
cs.CL2025
Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis
Anushka Yadav, Isha Nalawade, Srujana Pillarichety +7
The emergence of reasoning models and their integration into practical AI chat bots has led to breakthroughs in solving advanced math, deep search, and extractive question answerin…