3 papers
cs.CL2024
HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications
Weijie Xu, Jay Desai, Fanyou Wu +2
Recent LLM (Large Language Models) advancements benefit many fields such as education and finance, but HR has hundreds of repetitive processes, such as access requests, medical cla…
cs.LG2024
LOLAMEME: Logic, Language, Memory, Mechanistic Framework
Jay Desai, Xiaobo Guo, Srinivasan H. Sengamedu
The performance of Large Language Models has achieved superhuman breadth with unprecedented depth. At the same time, the language models are mostly black box models and the underly…
cs.AI2024
JADS: A Framework for Self-supervised Joint Aspect Discovery and Summarization
Xiaobo Guo, Jay Desai, Srinivasan H. Sengamedu
To generate summaries that include multiple aspects or topics for text documents, most approaches use clustering or topic modeling to group relevant sentences and then generate a s…