Papers by Pradeep Bagavan
Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention (2024.emnlp-industry)
Copied to clipboard
| Challenge: | Large-scale language models (LLMs) are becoming increasingly popular in business scenarios, but maintaining topic continuity is a challenge. |
| Approach: | They propose a topic continuity model that assesses whether a response aligns with the initial conversation topic using a Naive Bayes approach. |
| Outcome: | The proposed model outperforms existing models in handling lengthy and complex conversations. |