What confuses BERT? Linguistic Evaluation of Sentiment Analysis on Telecom Customer Opinion. - 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 (ROCLING, 2021)

CxLM: A Construction and Context-aware Language Model. - Yu-Hsiang Tseng; Cing-Fang Shih; Pin-Er Chen; Hsin-Yu Chou; Mao-Chang Ku; Shu-Kai Hsieh (LREC, 2022)

Analyzing discourse functions with acoustic features and phone embeddings: non-lexical items in Taiwan Mandarin. - Pin-Er Chen; Yu-Hsiang Tseng; Chi-Wei Wang; Fang-Chi Yeh; Shu-Kai Hsieh (ROCLING, 2022)

Lexical Retrieval Hypothesis in Multimodal Context. - Po-Ya Angela Wang; Pin-Er Chen; Hsin-Yu Chou; Yu-Hsiang Tseng; Shu-Kai Hsieh (LDK, 2023)

Exploring Affordance and Situated Meaning in Image Captions: A Multimodal Analysis. - Pin-Er Chen; Po-Ya Angela Wang; Hsin-Yu Chou; Yu-Hsiang Tseng; Shu-Kai Hsieh (PACLIC, 2023)

Exploring the Grounding Issues in Image Caption. - Pin-Er Chen; Hsin-Yu Chou; Po-Ya Angela Wang; Yu-Hsiang Tseng; Shu-Kai Hsieh (CoRR, 2023)

Continual Pre-Training is (not) What You Need in Domain Adaption. - Pin-Er Chen; Da-Chen Lian; Shu-Kai Hsieh; Sieh-Chuen Huang; Hsuan-Lei Shao; Jun-Wei Chiu; Yang-Hsien Lin; Zih-Ching Chen; Cheng-Kuang; Eddie TC Huang; Simon See (CoRR, 2025)

LingBench++: A Linguistically-Informed Benchmark and Reasoning Framework for Multi-Step and Cross-Cultural Inference with LLMs. - Da-Chen Lian; Ri-Sheng Huang; Pin-Er Chen; Chunki Lim; You-Kuan Lin; Guan-Yu Tseng; Zi-Cheng Yang; Zhen-Yu Lin; Pin-Cheng Chen; Shu-Kai Hsieh (CoRR, 2025)