Search Results for author: Pin-Er Chen

Found 5 papers, 0 papers with code

What confuses BERT? Linguistic Evaluation of Sentiment Analysis on Telecom Customer Opinion

no code implementations ROCLING 2021 Cing-Fang Shih, Yu-Hsiang Tseng, Ching-Wen Yang, Pin-Er Chen, Hsin-Yu Chou, Lian-Hui Tan, Tzu-Ju Lin, Chun-Wei Wang, Shu-Kai Hsieh

To investigate the factors underlying the correctness of the model’s predictions, we conduct a series of analyses, including qualitative error analysis and quantitative analysis of linguistic features with logistic regressions.

Sentence Sentiment Analysis

Analyzing discourse functions with acoustic features and phone embeddings: non-lexical items in Taiwan Mandarin

no code implementations ROCLING 2022 Pin-Er Chen, Yu-Hsiang Tseng, Chi-Wei Wang, Fang-Chi Yeh, Shu-Kai Hsieh

In this paper, we investigate the discourse functions of non-lexical items through their acoustic properties and the phone embeddings extracted from a deep learning model.

CxLM: A Construction and Context-aware Language Model

no code implementations LREC 2022 Yu-Hsiang Tseng, Cing-Fang Shih, Pin-Er Chen, Hsin-Yu Chou, Mao-Chang Ku, Shu-Kai Hsieh

Next, an experiment is conducted on the dataset to examine to what extent a pretrained masked language model is aware of the constructions.

Language Modelling

Lexical Retrieval Hypothesis in Multimodal Context

no code implementations28 May 2023 Po-Ya Angela Wang, Pin-Er Chen, Hsin-Yu Chou, Yu-Hsiang Tseng, Shu-Kai Hsieh

This study highlights the potential of the MultiMoco Corpus to provide an important resource for in-depth analysis and further research in multimodal communication studies.

Retrieval

Exploring Affordance and Situated Meaning in Image Captions: A Multimodal Analysis

no code implementations24 May 2023 Pin-Er Chen, Po-Ya Angela Wang, Hsin-Yu Chou, Yu-Hsiang Tseng, Shu-Kai Hsieh

This paper explores the grounding issue regarding multimodal semantic representation from a computational cognitive-linguistic view.

Image Captioning Natural Language Understanding

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