3 papers
cs.CL2026
Domain Agnostic Text Redaction from Natural Language Rules using Instruction Tuning
Aravindhan Arunagiri, Ayaan Khan, Udayaadithya Avadhanam +1
With the increasing digitization of personal and corporate communication, the automatic sanitization of textual data has become a crucial component of data privacy and compliance f…
cs.LG2025
Small sample-based adaptive text classification through iterative and contrastive description refinement
Amrit Rajeev, Udayaadithya Avadhanam, Harshula Tulapurkar +1
Zero-shot text classification remains a difficult task in domains with evolving knowledge and ambiguous category boundaries, such as ticketing systems. Large language models (LLMs)…
cs.AI2025
I2I-STRADA -- Information to Insights via Structured Reasoning Agent for Data Analysis
SaiBarath Sundar, Pranav Satheesan, Udayaadithya Avadhanam
Recent advances in agentic systems for data analysis have emphasized automation of insight generation through multi-agent frameworks, and orchestration layers. While these systems…