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Author

Shang‐Yu Su

Observed names: Shang-Yu Su, Su, Shang-Yu
Institution: Rakuten (Japan)
ORCID: 0000-0003-4313-6066
Observed ORCID: 0000-0003-4313-6066
OpenAlex ID: A5077356556
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
2018 · Shang-Yu Su, Xiujun Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 72
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How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
2018 · Shang-Yu Su, Pei-Chieh Yuan, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 52
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Lifelong Language Knowledge Distillation
2020 · Yung-Sung Chuang, Shang-Yu Su, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 42
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Dual Supervised Learning for Natural Language Understanding and Generation
2019 · Shang-Yu Su, Chao-Wei Huang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 37
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Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
2018 · Shang-Yu Su, Kai-Ling Lo, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 37
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Dynamic time-aware attention to speaker roles and contexts for spoken language understanding
2017 · Po-Chun Chen, Ta-Chung Chi, et al. · IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU) · 31
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BARCOR: Towards A Unified Framework for Conversational Recommendation Systems
2022 · Wang, Ting-Chun, Su, Shang-Yu, et al. · arXiv (Cornell University) · 30
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Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
2017 · Chi, Ta-Chung, Chen, Po-Chun, et al. · arXiv (Cornell University) · 26
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Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model
2020 · Hao-Tong Ye, Kai-Lin Lo, et al. · Computer Speech & Language · 25
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Towards Unsupervised Language Understanding and Generation by Joint Dual Learning
2020 · Shang-Yu Su, Chao-Wei Huang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 21
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Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling
2019 · Yeh, Yi-Ting, Lin, Tzu-Chuan, et al. · arXiv (Cornell University) · 12
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Investigating Linguistic Pattern Ordering In Hierarchical Natural Language Generation
2018 · Shang-Yu Su, Yun-Nung Chen · IEEE Spoken Language Technology Workshop (SLT) · 9
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Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
2018 · Su, Shang-Yu, Lo, Kai-Ling, et al. · arXiv (Cornell University) · 9
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Dual Inference for Improving Language Understanding and Generation
2020 · Shang-Yu Su, Yung-Sung Chuang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 7
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Dynamically Context-sensitive Time-decay Attention for Dialogue Modeling
2019 · Shang-Yu Su, Pei-Chieh Yuan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 7
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TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues
2022 · Po-Wei Lin, Shang-Yu Su, et al. · Annual Meeting of the Special Interest Group on Discourse and Dialogue · 6
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Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer
2020 · Ting-Rui Chiang, Chao-Wei Huang, et al. · Computer Speech & Language · 6
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Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation
2019 · Alexander Te-Wei Shieh, Yung-Sung Chuang, et al. · International Workshop on Health Text Mining and Information Analysis (LOUHI) · 4
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Learning Context-Sensitive Time-Decay Attention for Role-Based Dialogue Modeling.
2018 · Shang‐Yu Su, Pei-Chieh Yuan, et al. · arXiv (Cornell University) · 4
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection
2020 · Chao-Wei Huang, Ting-Rui Chiang, et al. · Computer Speech & Language · 3
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Modeling Melodic Feature Dependency with Modularized Variational Auto-encoder
2019 · Yu-An Wang, Yu-Kai Huang, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
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Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues
2024 · Shang-Yu Su, Yung-Sung Chung, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2
Compound Variational Auto-encoder
2019 · Shang-Yu Su, Shan-Wei Lin, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2
BEATS: Bootstrapping E-commerce Attribute Taxonomies for Search through Iterative Human-AI Collaboration
2026 · Yung-Yu Shih, Shang-Yu Su, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 1
HUMBO: Bridging Response Generation and Facial Expression Synthesis
2019 · Su, Shang-Yu, Lin, Po-Wei, et al. · arXiv (Cornell University) · 1
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Works count: 27
Citation count: 449
H-index: 11
I10-index: 11
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