Yau-Shian Wang

23 papers A* 2A 1Misc 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs. CoRR Shenglai Zeng, Tianqi Zheng, Chuan Tian, Dante Everaert, Yau-Shian Wang, Yupin Huang, Michael J. Morais, Rohit Patki, Jinjin Tian, Xinnan Dai, Kai Guo, Monica Xiao Cheng, Hui Liu
2025	J	`jnl`	Retrieval-augmented Encoders for Extreme Multi-label Text Classification. CoRR Yau-Shian Wang, Wei-Cheng Chang, Jyun-Yu Jiang, Jiong Zhang, Hsiang-Fu Yu, S. V. N. Vishwanathan
2024	—	`conf`	Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-following LLM. EACL (1) Ruohong Zhang, Yau-Shian Wang, Yiming Yang
2023	A	`conf`	Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search. CIKM Jiong Zhang, Yau-Shian Wang, Wei-Cheng Chang, Wei Li, Jyun-Yu Jiang, Cho-Jui Hsieh, Hsiang-Fu Yu
2023	J	`jnl`	Generation-driven Contrastive Self-training for Zero-shot Text Classification with Instruction-tuned GPT. CoRR Ruohong Zhang, Yau-Shian Wang, Yiming Yang
2023	—	`conf`	Long-tailed Extreme Multi-label Text Classification by the Retrieval of Generated Pseudo Label Descriptions. EACL (Findings) Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu, Likun Lei
2023	—	`conf`	PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. ACL (1) Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang
2023	J	`jnl`	PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification. CoRR Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang
2022	A*	`conf`	English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings. EMNLP Yau-Shian Wang, Ashley Wu, Graham Neubig
2022	J	`jnl`	English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings. CoRR Yau-Shian Wang, Ashley Wu, Graham Neubig
2022	J	`jnl`	Exploiting Local and Global Features in Transformer-based Extreme Multi-label Text Classification. CoRR Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Tom Vu, Likun Lei
2022	J	`jnl`	Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions. CoRR Ruohong Zhang, Yau-Shian Wang, Yiming Yang, Donghan Yu, Tom Vu, Likun Lei
2022	J	`jnl`	Toxicity Detection with Generative Prompt-based Inference. CoRR Yau-Shian Wang, Yingshan Chang
2021	J	`jnl`	Are you doing what I say? On modalities alignment in ALFRED. CoRR Ting-Rui Chiang, Yi-Ting Yeh, Ta-Chung Chi, Yau-Shian Wang
2020	J	`jnl`	Investigation of Sentiment Controllable Chatbot. CoRR Hung-yi Lee, Cheng-Hao Ho, Chien-Fu Lin, Chiung-Chih Chang, Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen
2020	J	`jnl`	Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification. CoRR Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2019	—	`conf`	Tree Transformer: Integrating Tree Structures into Self-Attention. EMNLP/IJCNLP (1) Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2019	J	`jnl`	Tree Transformer: Integrating Tree Structures into Self-Attention. CoRR Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2018	A*	`conf`	Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks. EMNLP Yau-Shian Wang, Hung-yi Lee
2018	J	`jnl`	Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks. CoRR Yau-Shian Wang, Hung-yi Lee
2018	Misc	`conf`	Scalable Sentiment for Sequence-to-Sequence Chatbot Response with Performance Analysis. ICASSP Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
2018	J	`jnl`	Scalable Sentiment for Sequence-to-sequence Chatbot Response with Performance Analysis. CoRR Chih-Wei Lee, Yau-Shian Wang, Tsung-Yuan Hsu, Kuan-Yu Chen, Hung-yi Lee, Lin-Shan Lee
2017	—	`conf`	Multi-Source Learning for Sales Prediction. TAAI Kuen-Han Tsai, Yau-Shian Wang, Hsuan-Yu Kuo, Jui-Yi Tsai, Ching-Chih Chang, Hui-Ju Hung, Hong-Han Shuai