Publications

• LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
  Thomas Palmeira Ferraz, Kartik Mehta, Yu-Hsiang Lin, Haw-Shiuan Chang, Shereen Oraby, Sijia Liu, Vivek Subramanian, Tagyoung Chung, Mohit Bansal, Nanyun Peng
  EMNLP 2024 Findings
  [pdf]
  
  
• Redefining Proactivity for Information Seeking Dialogue
  Jing Yang Lee, Seokhwan Kim, Kartik Mehta, Jiun-Yu Kao, Yu-Hsiang Lin, Arpit Gupta
  EMNLP 2024 Workshop SiCon
  
  
• Mitigating bias for question answering models by tracking bias influence
  Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng
  NAACL 2024
  [pdf] [arXiv:2310.08795]
  
  
• CLIPSynth: learning text-to-audio synthesis from videos using CLIP and diffusion models
  Hao-Wen Dong, Gunnar A. Sigurdsson, Chenyang Tao, Jiun-Yu Kao, Yu-Hsiang Lin, Anjali Narayan-Chen, Arpit Gupta, Tagyoung Chung, Jing Huang, Nanyun Peng, Wenbo Zhao
  CVPR 2023 Workshop: Sight and Sound (2023)
  [pdf]
  
  
• Analysis of e-commerce ranking signals via signal temporal logic
  Tommaso Dreossi, Giorgio Ballardin, Parth Gupta, Jan Bakus, Yu-Hsiang Lin, Vamsi Salaka
  Proceedings 6th International Workshop on Symbolic-Numeric methods for Reasoning about CPS and IoT (SNR 2020), EPTCS 331, pages 33-42 (2021)
  [pdf] [arXiv:2101.05415]
  
  
• Generating queries for new ASINs in cold start
  Yu-Hsiang Lin, Jan Bakus, Jianhao Peng, Tommaso Dreossi, Parth Gupta, Vamsi Salaka
  Amazon Machine Learning Conference 2020
  
  
• Treating cold start in product search by priors
  Parth Gupta, Tommaso Dreossi, Jan Bakus, Yu-Hsiang Lin, Vamsi Salaka
  Companion Proceedings of the Web Conference 2020, pages 77-78 (WWW 2020)
  [pdf]
  
  
• Choosing transfer languages for cross-lingual learning
  Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, Zirui Li, Yuyan Zhang, Mengzhou Xia, Shruti Rijhwani, Junxian He, Zhisong Zhang, Xuezhe Ma, Antonios Anastasopoulos, Patrick Littell, Graham Neubig
  Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 3125-3135 (ACL 2019)
  [pdf] [arXiv:1905.12688]
  
  
• Towards a general-purpose linguistic annotation backend
  Graham Neubig, Patrick Littell, Chian-Yu Chen, Jean Lee, Zirui Li, Yu-Hsiang Lin, Yuyan Zhang
  Proceedings of the Workshop on Computational Methods for Endangered Languages: Vol. 2, Article 1 (2019)
  [pdf] [arXiv:1812.05272]
  
  
• Distributed Newton methods for deep neural networks
  Chien-Chih Wang, Kent Loong Tan, Chun-Ting Chen, Yu-Hsiang Lin, S. Sathiya Keerthi, Dhruv Mahajan, S. Sundararajan, Chih-Jen Lin
  Neural Computation 30, 1673 (2018)
  [pdf] [arXiv:1802.00130] [suppl, code]
  
  
• Suppression of long-wavelength CMB spectrum from the no-boundary initial condition
  Pisin Chen, Yu-Hsiang Lin, and Dong-han Yeom (First-author. Authors in alphabetical order.)
  Eur. Phys. J. C 78, 930 (2018)
  [pdf] [arXiv:1707.01471]
  
  
• What initial condition of inflation would suppress the large-scale CMB spectrum?
  Pisin Chen and Yu-Hsiang Lin (First-author. Authors in alphabetical order.)
  Phys. Rev. D 93, 023503 (2016)
  [pdf] [arXiv:1505.05980] [code]
  
  
• Slow-roll inflation preceded by a topological defect phase a la Chaplygin gas
  Mariam Bouhmadi-Lopez, Pisin Chen, Yu-Chien Huang, and Yu-Hsiang Lin
  Phys. Rev. D 87, 103513 (2013)
  [pdf] [arXiv:1212.2641]