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

Development of an Enterprise-Grade Contract Understanding System

no code implementations • NAACL 2021 • Arvind Agarwal, Laura Chiticariu, Poornima Chozhiyath Raman, Marina Danilevsky, Diman Ghazi, Ankush Gupta, Shanmukha Guttula, Yannis Katsis, Rajasekar Krishnamurthy, Yunyao Li, Shubham Mudgal, Vitobha Munigala, Nicholas Phan, Dhaval Sonawane, Sneha Srinivasan, Sudarshan R. Thitte, Mitesh Vasa, Ramiya Venkatachalam, Vinitha Yaski, Huaiyu Zhu

Contracts are arguably the most important type of business documents.

"Let me convince you to buy my product ... ": A Case Study of an Automated Persuasive System for Fashion Products

no code implementations • 25 Sep 2017 • Vitobha Munigala, Srikanth Tamilselvam, Anush Sankaran

Persuasivenes is a creative art aimed at making people believe in certain set of beliefs.

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