ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries

no code implementations • 17 Oct 2024 • Kishan Maharaj, Vitobha Munigala, Srikanth G. Tamilselvam, Prince Kumar, Sayandeep Sen, Palani Kodeswaran, Abhijit Mishra, Pushpak Bhattacharyya

Recent advancements in large language models (LLMs) have significantly enhanced their ability to understand both natural language and code, driving their use in tasks like natural language-to-code (NL2Code) and code summarization.

Code Summarization Hallucination

Verifiable and Auditable Digital Interchange Framework

no code implementations • 11 Jan 2020 • Prabal Banerjee, Dushyant Behl, Palanivel Kodeswaran, Chaitanya Kumar, Sushmita Ruj, Sayandeep Sen

We address the problem of fairness and transparency in online marketplaces selling digital content, where all parties are not actively participating in the trade.

Distributed, Parallel, and Cluster Computing

Blockchain Enabled Trustless API Marketplace

no code implementations • 5 Dec 2018 • Vijay Arya, Sayandeep Sen, Palani Kodeswaran

Typically, a data owner (API provider) develops a model, often over proprietary data, and leverages the infrastructure services of a cloud vendor for hosting and serving API requests.

Image Classification