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Royi Ronen

3 accepted papers

2024

InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers

ACL 2024long

Despite the many advances of Large Language Models (LLMs) and their unprecedented rapid evolution, their impact and integration into every facet of our daily lives is limited due to various reasons. One critical factor hindering their widespread adoption is the occurrence of hallucinations, where LL…

2024

SEGLLM: Topic-Oriented Call Segmentation Via LLM-Based Conversation Synthesis

ICASSP 2024accepted

Transcriptions of phone calls are of significant value across diverse fields, such as sales, customer service, healthcare, and law enforcement. Nevertheless, the analysis of these recorded conversations can be an arduous and time-intensive process, especially when dealing with long and multifaceted…

Cited by 0SourceScholar
2022

An End-to-End Dialogue Summarization System for Sales Calls

NAACL 2022industry

Summarizing sales calls is a routine task performed manually by salespeople. We present a production system which combines generative models fine-tuned for customer-agent setting, with a human-in-the-loop user experience for an interactive summary curation process. We address challenging aspects of…

Cited by 19SourcePDFScholar