Search Results for author: Yu-Yin Hsu

Found 8 papers, 1 papers with code

Discovering Financial Hypernyms by Prompting Masked Language Models

no code implementations FNP (LREC) 2022 Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang

With the rising popularity of Transformer-based language models, several studies have tried to exploit their masked language modeling capabilities to automatically extract relational linguistic knowledge, although this kind of research has rarely investigated semantic relations in specialized domains.

Domain Adaptation Language Modelling +1

Is Domain Adaptation Worth Your Investment? Comparing BERT and FinBERT on Financial Tasks

no code implementations EMNLP (ECONLP) 2021 Bo Peng, Emmanuele Chersoni, Yu-Yin Hsu, Chu-Ren Huang

With the recent rise in popularity of Transformer models in Natural Language Processing, research efforts have been dedicated to the development of domain-adapted versions of BERT-like architectures.

Continual Pretraining Domain Adaptation

Predicting gender and age categories in English conversations using lexical, non-lexical, and turn-taking features

no code implementations PACLIC 2020 Andreas Liesenfeld, Gábor Parti, Yu-Yin Hsu, Chu-Ren Huang

We explore differences in language use and turn-taking dynamics and identify a range of characteristics that set the categories apart.

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