團隊成果列表

期刊論文

9

Dynamic traffic network representation model for improving the prediction performance of passenger flow for mass rapid transit
Jheng-Long Wu, Wei-Yi Chung, Yu-Hsuan Wu, Yen-Nan Ho, Knowledge-Based Systems, November 2024. 詳情

Forecasting metro rail transit passenger flow with multiple-attention deep neural networks and surrounding vehicle detection devices
Jheng-Long Wu, Mingying Lu, Chia-Yun Wang, Applied Intelligence, February 2023. 詳情

A prediction model of stock market trading actions using generative adversarial network and piecewise linear representation approaches
Jheng-Long Wu, Xian-Rong Tang, Chin-Hsiung Hsu, Soft Computing, December 2022. 詳情

A Chinese dimensional valence-arousal-irony detection on sentence-level and context-level using deep learning model
Jheng-Long Wu, Sheng-Wei Huang, Wei-Yi Chung, Yu-Hsuan Wu, and Chen-Chia Yu, International Journal of Computational Linguistics and Chinese Language Processing, December 2022. 詳情

Application of generative adversarial networks and Shapley algorithm based on easy data augmentation for imbalanced text data
Jheng-Long Wu, Shuoyen Huang, Applied Sciences, October, 2022. 詳情

Classifying the severity of cyberbullying incidents by using a hierarchical squashing attention network
Jheng-Long Wu, Chiao-Yu Tang, Applied Sciences, March 2022. 詳情

Sentiment-based masked language modeling for improving sentence-level valence–arousal prediction
Jheng-Long Wu, and Wei-Yi Chung, Applied Intelligence, November 2022. 詳情

A pretrained YouTuber embeddings for improving sentiment classification of YouTube comments
Ching-Wen Hsu, Hsuan Liu, Jheng-Long Wu, International Journal of Computational Linguistics and Chinese Language Processing, December 2021. 詳情

Sentiment analysis of stock markets using a novel dimensional valence–arousal approach
Jheng-Long Wu, Min-Tzu Huang, Kai-Hsuan Liu, Chi-Sheng Yang, Soft Computing, March 2021. 詳情

會議論文

20

Valence and arousal analysis base on multimodal feature extraction in video of streaming platform.
Han-Chiang Kao, Jheng-Long Wu. Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN 2024). 30 June 2024. 詳情

An hybrid clustering and BERT model for Chinese threads in social media.
Yu-Hsuan Wu, Jheng-Long Wu. Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN 2024). 30 June 2024. 詳情

The social stage of responses: Social intent detection in discussion threads using deep learning model.
Sheng-Wei Huang, Jheng-Long Wu, Yu-Hsuan Wu. Proceedings of the 2024 International Joint Conference on Neural Networks (IJCNN 2024). 30 June 2024. 詳情

SCUNLP-1 at the NTCIR-17 FinArg-1 task: enhancing classification prediction through feature generation based on ChatGPT.
Ya-Mien Cheng, Jheng-Long Wu. Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-17). 12-15 December, 2023. 詳情

SCUNLP-2 at the NTCIR-17 FinArg-1 task: enhancing argumentative relationship recognition in the classification model with language generation model prompts.
Han-Chiang Kao, Hsin-Yun Hsu, Jheng-Long Wu. Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies (NTCIR-17). 12-15 December, 2023. 詳情

A comparative study of generative pre-trained transformer-based models for Chinese slogan generation of crowdfunding.
Yu-Cheng Liang, Meng-Heng Zheng, Jheng-Long Wu. Proceedings of the 35th Conference on Computational Linguistics and Speech Processing (ROCLING 2023). 20-21 October 2023. 詳情

Analyzing bid-rigging related judicial cases of government procurement law using text mining techniques.
Pei-Zhen Chen, Hsin-Yun Hsu, Jheng-Long Wu. Proceedings of the 35th Conference on Computational Linguistics and Speech Processing (ROCLING 2023). 20-21 October 2023. 詳情

The relevance identification between housing rental texts and legal provisions.
Min-Chin Ho, Ya-Mien Cheng, Jheng-Long Wu. Proceedings of the 35th Conference on Computational Linguistics and Speech Processing (ROCLING 2023). 20-21 October 2023. 詳情

Object detection-driven system for healthy eating recommendations.
Yu-Hsuan Wu, Sheng-Wei Huang, Sung-Ting Chiou, Ying-Chun Lo, Hsin-Yun Hsu, Jheng-Long Wu . Proceedings of the 2023 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan 2023). 17-19 July 2023. 詳情

Factor detection task of cyberbullying using the deep learning model.
Yu-Hsuan Wu, Sheng-Wei Huang, Wei-Yi Chung, Chen-Chia Yu, Jheng-Long Wu. Proceedings of the 2022 IEEE International Conference on Big Data (IEEE Big Data 2022). 17-20 December 2022. 詳情

A dimensional valence-arousal-irony dataset for Chinese sentence and context.
Sheng-Wei Huang, Wei-Yi Chung, Yu-Hsuan Wu, Chen-Chia Yu, Jheng-Long Wu. Proceedings of the 34nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2022). 21-22 November 2022. 詳情

Combining word vector technique and clustering algorithm for credit card merchant detection.
Fang-Ju Lee, Ying-Chun Lo, Jheng-Long Wu. Proceedings of the 34nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2022). 21-22 November 2022. 詳情

SCU-NLP at ROCLING 2022 shared task: Experiment and error analysis of biomedical entity detection model.
Sung-Ting Chiou, Sheng-Wei Huang, Ying-Chun Lo, Yu-Hsuan Wu, Jheng-Long Wu. Proceedings of the 34nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2022). 21-22 November 2022. 詳情

A corpus for dimensional sentiment classification on YouTube streaming service.
Ching-Wen Hsu, Chun-Lin Chou, Hsuan Liu, Jheng-Long Wu. Proceedings of the 33nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2021). 15-16 October 2021. 詳情

Confiscation detection of criminal judgment using text classification approach.
Hsuan-Tzu Shih, Yu-Cheng Chiu, Hsiao-Shih Chen, Jheng-Long Wu. Proceedings of the 33nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2021). 15-16 October 2021. 詳情

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. Proceedings of the 33nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2021). 15-16 October 2021. 詳情

A dynamic embedding method for passenger flow estimation.
Wei-Yi Chung, Yen-Nan Ho, Yu-Hsuan Wu, Jheng-Long Wu. Proceedings of the 10th International Congress on Advanced Applied Informatics (IIAI AAI 2021). July 11-16 2021. 詳情

Building a multi-label detection model for question classification of auction website.
I-Ju, Lin, Jheng-Long Wu. The 32nd annual Conference on Computational Linguistics and Speech Processing (ROCLING 2020). September 24-16 2020. 詳情

結合情感詞與階層式關注網路辨識股市文章之維度型情感.
何彥南、吳政隆. TCSE 2020 第16屆 台灣軟體工程研討會. 16-17 July 2020.

A deep learning model for dimensional valence arousal intensity prediction in stock market.
Jheng-Long Wu, Chi-Sheng Yang, Kai-Hsuan Liu, Min-Tzu Huang. The 2019 IEEE 10th International Conference on Awareness Science and Technology (iCAST 2019). 23-25 October 2019. 詳情

競賽獲獎

3

佳作
應用自然語言技術於非營利組織捐款留言之意圖分類, 2024年傳善獎論文獎, 吳金容, 2024/09。 詳情

最佳創意獎
議題追追追—新聞整合之議題分析平台, 教育部全國大專校院人工智慧競賽(AI CUP 2019), 劉鎧瑄、賴建郡、曹容、楊繼勝、黃閔慈、賴建郡、簡毓漩、謝宜君, 2020/06。 詳情

全國第二名
告訴你哦,你的信明天十點到, 2019年中華郵政大數據競賽, 張峮瑋、黃奕鈞、趙奕中、林俐妤, 2019/06。 詳情

碩士論文

21

電商評論具反諷與揶揄之文本辨識研究-以大型網路購物平台為例
劉昱坤, 東吳大學資料科學系, 2024/06。 詳情

利用深度學習技術建置動態主題分群模型於多人對話之應用
巫祐瑄, 東吳大學資料科學系, 2024/06。 詳情

應用自然語言技術於非營利組織捐款留言之意圖分類
吳金容, 東吳大學資料科學系, 2024/06。 詳情

應用自然語言處理技術於洗錢手法辨識研究
涂曉彤, 東吳大學資料科學系, 2024/06。 詳情

基於多維RSI分析指標與機器學習技術預測台股股價趨勢
翁祥維, 東吳大學資料科學系, 2024/06。 詳情

基於專業證照之提示語設計於大型語言模型微調訓練-以長期照護專業對話為例
黃寶瑞, 東吳大學資料科學系, 2024/06。 詳情

基於Transformers模型於多人對話之社交回應意圖辨識
黃聖崴, 東吳大學資料科學系, 2024/06。 詳情

文字探勘技術應用於起訴書之研究—以交通事故造成的過失傷害罪為例
劉建林, 東吳大學巨量資料管理碩士學位學程, 2024/01。 詳情

基於深度學習模型於履歷審查項目辨識任務
邱嵩庭, 東吳大學資料科學系, 2023/06。 詳情

以文字探勘技術分析刑事裁判案件-以政府採購法為例
陳珮禎, 東吳大學巨量資料管理碩士學位學程, 2023/06。 詳情

應用機器學習技術於服務品質分類問題-以新零售模式為例
許羽侑, 東吳大學巨量資料管理碩士學位學程, 2023/01。 詳情

基於簡單資料擴充之生成對抗網路於不平衡資料分類問題
黃碩彥, 東吳大學巨量資料管理碩士學位學程, 2022/06。 詳情

結合預訓練之影像與YouTube特徵應用於留言之多維度情感分析
周均霖, 東吳大學巨量資料管理碩士學位學程, 2022/06。 詳情

詞向量技術應用於信用卡商戶名稱分群之研究
李芳如, 巨量資料管理學院碩士學位學程, 2022/06。 詳情

刑事判決書之多重標籤辨識_以沒收物為例
史軒慈, 巨量資料管理學院碩士學位學程, 2022/06。 詳情

基於區域性特徵與機器學習技術於網路流量預測
徐嘉偉, 巨量資料管理學院碩士學位學程, 2022/06。 詳情

實體表徵學習與密度估計於指代消解
鍾崴亦, 東吳大學巨量資料管理碩士學位學程, 2022/01。 詳情

基於生成對抗網路之股票交易行為生成
唐賢融, 東吳大學巨量資料管理碩士學位學程, 2021/06。 詳情

客戶對商品提問之多重標籤辨識-以網路拍賣網為例
林怡如, 東吳大學巨量資料管理碩士學位學程, 2020/06。 詳情

基於階層式關注網路的網路霸凌嚴重分級辨識
湯蕎羽, 東吳大學巨量資料管理碩士學位學程, 2020/06。 詳情

基於區域性外部因子與深度學習模型之捷運流量預測
王家芸, 東吳大學巨量資料管理碩士學位學程, 2020/06。 詳情