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Jithendra Vepa

3 accepted papers

2024

Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation

EMNLP 2024industry

In this work, we present an approach that introduces different perspectives or views to improve the quality of hierarchical clustering of interaction drivers in a contact center. Specifically, we present a multi-stage approach that introduces LLM-guided multi-view cluster representation that signifi…

2024

Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance

EMNLP 2024industry

Recent advancements in large Language Models (LMs) have significantly enhanced their capabilities across various domains, including natural language understanding and generation. In this paper, we investigate the application of LMs to the specialized task of contact-center Quality Assurance (QA), wh…

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