| Year | Title | Author(s) | Full-text | | 2021 | Universal Recurrent Neural Network Grammar | Chinmay Choudhary, Colm O'riordan | PDF |
| 2021 | 運用遷移學習改善BERT於中文歌詞情緒分類模型之研發
A Study on Using Transfer Learning to Improve BERT Model for Emotional Classification of Chinese Lyrics | Jia-Yi Liao (廖家誼), Ya-Hsuan Lin (林亞宣), Kuan-Cheng Lin (林冠成), Jia-Wei Chang (張家瑋) | PDF |
| 2021 | Nested Named Entity Recognition for Chinese Electronic Health Records with QA-based Sequence Labeling | Yu-Lun Chiang, Chih-Hao Lin, Cheng-Lung Sung, Keh-Yih Su | PDF |
| 2021 | AI Clerk Platform : Information Extraction DIY Platform | Ru-Yng Chang, Wen-Lun Chen, Cheng-Ju Kao | PDF |
| 2021 | A Flexible and Extensible Framework for Multiple Answer Modes Question Answering | Cheng-Chung Fan, Chia-Chih Kuo, Shang-Bao Luo, Pei-Jun Liao, Kuang-Yu Chang | PDF |
| 2021 | Speech Emotion Recognition Based on CNN+LSTM Model | Wei Mou , Pei-Hsuan Shen, Chu-Yun Chu, Yu-Cheng Chiu, Tsung-Hsien Yang, Ming-Hsiang Su | PDF |
| 2021 | A Study on Contextualized Language Modeling for Machine Reading Comprehension | Chin-Ying Wu, Yung-Chang Hsu, Berlin Chen | PDF |
| 2021 | Discussion on the relationship between elders’ daily conversations and cognitive executive function: using word vectors and regression models | Ming-Hsiang Su, Yu-An Ko, Man-Ying Wang | PDF |
| 2021 | Chinese Medical Speech Recognition with Punctuated Hypothesis | Sheng-Luen Chung (鍾聖倫), Jin-Huan Fan (范晉桓), Hsien-Wei Ting (丁賢偉) | PDF |
| 2021 | Data centric approach to Chinese Medical Speech Recognition | Sheng-Luen Chung, Yi-Shiuan Li , Hsien-Wei Ting | PDF |
| 2021 | Exploiting Low-Resource Code-Switching Data to Mandarin-English Speech Recognition Systems | Hou-An Lin, Chia-Ping Chen | PDF |
| 2021 | Discussion on domain generalization in the cross-device speaker verification system | Wei-Ting Lin, Yu-Jia Zhang, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan | PDF |
| 2021 | Integrated Semantic and Phonetic Post-correction for Chinese Speech Recognition | Yi-Chang Chen, Chun-Yen Cheng, Chien-An Chen, Ming-Chieh Sung, Yi-Ren Yeh | PDF |
| 2021 | A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning | You-Sheng Tsao, Tien-Hong Lo, Jiun-Ting Li, Shi-Yan Weng, Berlin Chen | PDF |
| 2021 | Mining Commonsense and Domain Knowledge from Math Word Problems | Shih-Hung Tsai , Chao-Chun Liang, Hsin-Min Wang, Keh-Yih Su | PDF |
| 2021 | RCRNN-based Sound Event Detection System with Specific Speech Resolution | Sung-Jen Huang , Yih-Wen Wang, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan | PDF |
| 2021 | Exploring the Integration of E2E ASR and Pronunciation Modeling for English Mispronunciation Detection | Hsin-Wei Wang, Bi-Cheng Yan, Yung-Chang Hsu, Berlin Chen | PDF |
| 2021 | Predicting elders’ cognitive flexibility from their language use | Man-Ying Wang, Yu-An Ko, Chin-Lan Huang, Jyun-Hong Chen, Te-Tien Ting | PDF |
| 2021 | Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding | Chi Hsiang Chao, Xi Jie Hou, Yu Ching Chiu | PDF |
| 2021 | Data Augmentation Technology for Dysarthria Assistive Systems | Wei-Chung Chu, Ying-Hsiu Hung, Wei-Zhong Zheng, Ying-Hui Lai | PDF |
| 2021 | A Survey of Approaches to Automatic Question Generation:from 2019 to Early 2021 | Chao-Yi Lu , Sin-En Lu | PDF |
| 2021 | A BERT-based Siamese-structured Retrieval Model | Hung-Yun Chiang, Kuan-Yu Chen | PDF |
| 2021 | MMTL: The Meta Multi-Task Learning for Aspect Category Sentiment Analysis | Guan-Yuan Chen, Ya-Fen Yeh | PDF |
| 2021 | Home Appliance Review Research Via Adversarial Reptile | Tai-Jung Kan, Chia-Hui Chang, Hsiu-Min Chuang | PDF |
| 2021 | Unsupervised Multi-document Summarization for News Corpus with Key Synonyms and Contextual Embeddings | Yen-Hao Huang, Ratana Pornvattanavichai, Fernando Henrique Calderon Alvarado, Yi-Shin Chen | PDF |
| 2021 | Aspect-Based Sentiment Analysis and Singer Name Entity Recognition using Parameter Generation Network Based Transfer Learning | Hsiao-Wen Tseng, Chia-Hui Chang, Hsiu-Min Chuang | PDF |
| 2021 | Using Valence and Arousal-infused Bi-LSTM for Sentiment Analysis in Social Media Product Reviews | Yu-Ya Cheng, Wen-Chao Yeh, Yan-Ming Chen, Yung-Chun Chang | PDF |
| 2021 | Numerical Relation Detection in Financial Tweets using Dependency-aware Deep Neural Network | Yu-Chi Liang, Min-Chen Chen, Wen-Chao Yeh, Yung-Chun Chang | PDF |
| 2021 | Aggregating User-Centric and Post-Centric Sentiments from Social Media for Topical Stance Prediction | Jenq-Haur Wang , Kuan-Ting Chen | PDF |
| 2021 | Employing low-pass filtered temporal speech features for the training of ideal ratio mask in speech enhancement | Yan-Tong Chen, Zi-Qiang Lin, Jeih-Weih Hung | PDF |
| 2021 | Hidden Advertorial Detection on Social Media in Chinese | Meng-Ching Ho, Ching-Yun Chuang, Yi-Chun Hsu, Yu-Yun Chang | PDF |
| 2021 | Automatic Extraction of English Grammar Pattern Correction Rules | Kuan-Yu Shen, Yi-Chien Lin, Jason S. Chang | PDF |
| 2021 | Multi-Label Classification of Chinese Humor Texts Using Hypergraph Attention Networks | Hao-Chuan Kao, Man-Chen Hung, Lung-Hao Lee, Yuen-Hsien Tseng | PDF |
| 2021 | Incorporating Domain Knowledge into Language Transformers for Multi-Label Classification of Chinese Medical Questions | Po-Han Chen, Yu-Xiang Zeng, Lung-Hao Lee | PDF |
| 2021 | 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 | PDF |
| 2021 | Generative Adversarial Networks based on Mixed-Attentions for Citation Intent Classification in Scientific Publications | Yuh-Shyang Wang, Chao-Yi Chen, Lung-Hao Lee | PDF |
| 2021 | A Corpus for Dimensional Sentiment Classification on YouTube Streaming Service | Ching-Wen Hsu, Chun-Lin Chou, Hsuan Liu, Jheng-Long Wu | PDF |
| 2021 | Improved Text Classification of Long-term Care Materials | Yi Fan Chiang, Chi-Ling Lee, Heng-Chia Liao, Yi-Ting Tsai, Yu-Yun Chang | PDF |
| 2021 | Learning to Find Translation of Grammar Patterns in Parallel Corpus | Kai-Wen Tuan, Yi-Jyun Chen, Yi-Chien Lin, Chun-Ho Kwok, Hai-Lun Tu, Jason S. Chang | PDF |
| 2021 | Keyword-centered Collocating Topic Analysis | Yu-Lin Chang, Yongfu Liao, Po-Ya Angela Wang, Mao-Chang Ku, Shu-Kai Hsieh | PDF |
| 2021 | Confiscation Detection of Criminal Judgment Using Text Classification Approach | Hsuan-Tzu Shih, Yu-Cheng Chiu, Hsiao-Shih Chen, Jheng-Long Wu | PDF |
| 2021 | Incorporating speaker embedding and post-filter network for improving speaker similarity of personalized speech synthesis system | Sheng-Yao Wang, Yi-Chin Huang | PDF |
| 2021 | Identify Bilingual Patterns and Phrases from a Bilingual Sentence Pair | Yi-Jyun Chen, Hsin-Yun Chung, Jason S. Chang | PDF |
| 2021 | Extracting Academic Senses: Towards An Academic Writer’s Dictionary | Hsin-Yun Chung, Li-Kuang Chen, Jason S. Chang | PDF |
| 2021 | SCUDS at ROCLING-2021 Shared Task: Using Pretrained Model for Dimensional Sentiment Analysis Based on Sample Expansion Method | Hsiao-Shih Chen, Pin-Chiung Chen, Shao-Cheng Huang, Yu-Cheng Chiu, Jheng-Long Wu | PDF |
| 2021 | ntust-nlp-1 at ROCLING-2021 Shared Task: Educational Texts Dimensional Sentiment Analysis using Pretrained Language Models | Yi-Wei Wang, Wei-Zhe Chang, Bo-Han Fang, Yi-Chia Chen, Wei-Kai Huang, Kuan-Yu Chen | PDF |
| 2021 | ntust-nlp-2 at ROCLING-2021 Shared Task: BERT-based semantic analyzer with word-level information | Ke-Han Lu, Kuan-Yu Chen | PDF |
| 2021 | CYUT at ROCLING-2021 Shared Task: Based on BERT and MacBERT | Xie-Sheng Hong, Shih-Hung Wu | PDF |
| 2021 | SoochowDS at ROCLING-2021 Shared Task: Text Sentiment Analysis Using BERT and LSTM | Ruei-Cyuan Su, Sig-Seong Chong, Tzu-En Su, Ming-Hsiang Su | PDF |
| 2021 | NCU-NLP at ROCLING-2021 Shared Task: Using MacBERT Transformers for Dimensional Sentiment Analysis | Man-Chen Hung, Chao-Yi Chen, Pin-Jung Chen, Lung-Hao Lee | PDF |
| 2021 | ROCLING-2021 Shared Task: Dimensional Sentiment Analysis for Educational Texts | Liang-Chih Yu, Jin Wang, Bo Peng , Chu-Ren Huang | PDF |
