Yau-Shian Wang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Text Classification

Global Features

Top Venues

Publications

Ruohong Zhang, Yau-Shian Wang, Yiming Yang
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM. EACL (1) (2024)
Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu, Likun Lei
Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions. EACL (Findings) (2023)
Ruohong Zhang, Yau-Shian Wang, Yiming Yang
Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-tuned GPT. CoRR (2023)
Jiong Zhang, Yau-Shian Wang, Wei-Cheng Chang, Wei Li, Jyun-Yu Jiang, Cho-Jui Hsieh, Hsiang-Fu Yu
Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search. CIKM (2023)
Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. CoRR (2023)
Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. ACL (1) (2023)
Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu, Likun Lei
Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions. CoRR (2022)
Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Tom Vu, Likun Lei
Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification. CoRR (2022)
Yau-Shian Wang, Yingshan Chang
Toxicity Detection with Generative Prompt-based Inference. CoRR (2022)
Yau-Shian Wang, Ashley Wu, Graham Neubig
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings. EMNLP (2022)
Yau-Shian Wang, Ashley Wu, Graham Neubig
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings. CoRR (2022)
Ting-Rui Chiang, Yi-Ting Yeh, Ta-Chung Chi, Yau-Shian Wang
Are you doing what I say? On modalities alignment in ALFRED. CoRR (2021)
Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification. CoRR (2020)
Hung-yi Lee, Cheng-Hao Ho, Chien-Fu Lin, Chiung-Chih Chang, Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen
Investigation of Sentiment Controllable Chatbot. CoRR (2020)
Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
Tree Transformer: Integrating Tree Structures into Self-Attention. CoRR (2019)
Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
Tree Transformer: Integrating Tree Structures into Self-Attention. EMNLP/IJCNLP (1) (2019)
Yau-Shian Wang, Hung-yi Lee
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks. EMNLP (2018)
Yau-Shian Wang, Hung-yi Lee
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks. CoRR (2018)
Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis. CoRR (2018)
Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
Scalable Sentiment for Sequence-to-Sequence Chatbot Response with Performance Analysis. ICASSP (2018)
Kuen-Han Tsai, Yau-Shian Wang, Hsuan-Yu Kuo, Jui-Yi Tsai, Ching-Chih Chang, Hui-Ju Hung, Hong-Han Shuai
Multi-Source Learning for Sales Prediction. TAAI (2017)