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Yongxin Zhou

2 accepted papers

2024

Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains

COLING 2024main

Pretrained Language Models (PLMs) are the de facto backbone of most state-of-the-art NLP systems. In this paper, we introduce a family of domain-specific pretrained PLMs for French, focusing on three important domains: transcribed speech, medicine, and law. We use a transformer architecture based on…

2024

PSentScore: Evaluating Sentiment Polarity in Dialogue Summarization

COLING 2024main

Automatic dialogue summarization is a well-established task with the goal of distilling the most crucial information from human conversations into concise textual summaries. However, most existing research has predominantly focused on summarizing factual information, neglecting the affective content…