publications

2024

1. A Gradient Analysis Framework for Rewarding Good and Penalizing Bad Examples in Language Models

   Yi-Lin Tuan, and  William Yang Wang

   preprint, 2024

   arXiv Bib

   @article{tuan2024rgpb,
     title = {A Gradient Analysis Framework for Rewarding Good and Penalizing Bad Examples in Language Models},
     author = {Tuan, Yi-Lin and Wang, William Yang},
     journal = {preprint},
     year = {2024},
   }

2. Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models

   Yi-Lin Tuan, Xilun Chen, Eric Michael Smith, Louis Martin, Soumya Batra, Asli Celikyilmaz,  William Yang Wang, and Daniel M. Bikel

   preprint, 2024

   arXiv Bib

   @article{tuan2024towards,
     title = {Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models},
     author = {Tuan, Yi-Lin and Chen, Xilun and Smith, Eric Michael and Martin, Louis and Batra, Soumya and Celikyilmaz, Asli and Wang, William Yang and Bikel, Daniel M.},
     journal = {preprint},
     year = {2024},
   }

3. Dynamic Latent Separation for Deep Learning

   Yi-Lin Tuan,  Zih-Yun Chiu, and  William Yang Wang

   preprint, 2024

   arXiv Bib

   @article{tuan2024dynamic,
     title = {Dynamic Latent Separation for Deep Learning},
     author = {Tuan, Yi-Lin and Chiu, Zih-Yun and Wang, William Yang},
     journal = {preprint},
     year = {2024},
   }

2023

1. Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning

   Zih-Yun Chiu*, Yi-Lin Tuan*,  William Yang Wang, and  Michael C Yip

   In NeurIPS, 2023

   arXiv Bib Code

   @inproceedings{chiu2022knowledge,
     title = {Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning},
     author = {Chiu*, Zih-Yun and Tuan*, Yi-Lin and Wang, William Yang and Yip, Michael C},
     booktitle = {NeurIPS},
     year = {2023}
   }

2. CausalDialogue: Modeling Utterance-level Causality in Conversations

   Yi-Lin Tuan,  Alon Albalak,  Wenda Xu,  Michael Saxon,  Connor Pryor,  Lise Getoor, and  William Yang Wang

   In ACL-Findings, 2023

   arXiv Bib Code

   @inproceedings{tuan2023causaldialogue,
     title = {CausalDialogue: Modeling Utterance-level Causality in Conversations},
     author = {Tuan, Yi-Lin and Albalak, Alon and Xu, Wenda and Saxon, Michael and Pryor, Connor and Getoor, Lise and Wang, William Yang},
     booktitle = {ACL-Findings},
     year = {2023}
   }

2022

1. Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis

   Wenda Xu, Yi-Lin Tuan,  Yujie Lu,  Michael Saxon,  Lei Li, and  William Yang Wang

   In EMNLP-Findings, 2022

   arXiv Bib Code

   @inproceedings{xu-etal-2022-errors,
     title = {Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis},
     author = {Xu, Wenda and Tuan, Yi-Lin and Lu, Yujie and Saxon, Michael and Li, Lei and Wang, William Yang},
     booktitle = {EMNLP-Findings},
     year = {2022},
     address = {Abu Dhabi, United Arab Emirates},
     publisher = {Association for Computational Linguistics},
     url = {https://aclanthology.org/2022.findings-emnlp.489},
     pages = {6559--6574}
   }

2. FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue

   Alon Albalak, Yi-Lin Tuan,  Pegah Jandaghi,  Connor Pryor,  Luke Yoffe,  Deepak Ramachandran,  Lise Getoor,  Jay Pujara, and  William Yang Wang

   In EMNLP, 2022

   arXiv Bib Code

   @inproceedings{Albalak2022FETAAB,
     title = {FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue},
     author = {Albalak, Alon and Tuan, Yi-Lin and Jandaghi, Pegah and Pryor, Connor and Yoffe, Luke and Ramachandran, Deepak and Getoor, Lise and Pujara, Jay and Wang, William Yang},
     booktitle = {EMNLP},
     year = {2022}
   }

3. Deep Learning–Based Perceptual Stimulus Encoder for Bionic Vision

   Lucas Relic, Bowen Zhang, Yi-Lin Tuan, and  Michael Beyeler

   In Augmented Humans, 2022

   arXiv Bib

   @incollection{relic2022deep,
     author = {Relic, Lucas and Zhang, Bowen and Tuan, Yi-Lin and Beyeler, Michael},
     booktitle = {Augmented Humans},
     pages = {323--325},
     year = {2022}
   }

4. D-REX: Dialogue Relation Extraction with Explanations

   Alon Albalak,  Varun Embar, Yi-Lin Tuan,  Lise Getoor, and  William Yang Wang

   In NLP for Conversational AI workshop in ACL, 2022

   arXiv Bib

   @inproceedings{albalak2022d,
     title = {D-REX: Dialogue Relation Extraction with Explanations},
     author = {Albalak, Alon and Embar, Varun and Tuan, Yi-Lin and Getoor, Lise and Wang, William Yang},
     booktitle = {NLP for Conversational AI workshop in ACL},
     pages = {34--46},
     year = {2022}
   }

5. HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data

   Kai Nakamura,  Sharon Levy, Yi-Lin Tuan,  Wenhu Chen, and  William Yang Wang

   In ACL-Findings, 2022

   arXiv Bib

   @inproceedings{nakamura2022hybridialogue,
     title = {HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data},
     author = {Nakamura, Kai and Levy, Sharon and Tuan, Yi-Lin and Chen, Wenhu and Wang, William Yang},
     booktitle = {ACL-Findings},
     pages = {481--492},
     year = {2022}
   }

6. Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems

   Yi-Lin Tuan,  Sajjad Beygi,  Maryam Fazel-Zarandi,  Qiaozi Gao,  Alessandra Cervone, and  William Yang Wang

   In ACL-Findings, 2022

   arXiv Bib Code

   @inproceedings{tuan2022towards,
     title = {Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems},
     author = {Tuan, Yi-Lin and Beygi, Sajjad and Fazel-Zarandi, Maryam and Gao, Qiaozi and Cervone, Alessandra and Wang, William Yang},
     booktitle = {ACL-Findings},
     pages = {383--395},
     year = {2022}
   }

2021

1. Local explanation of dialogue response generation

   Yi-Lin Tuan,  Connor Pryor,  Wenhu Chen,  Lise Getoor, and  William Yang Wang

   NeuIPS, 2021

   arXiv Bib Code

   @article{tuan2021local,
     title = {Local explanation of dialogue response generation},
     author = {Tuan, Yi-Lin and Pryor, Connor and Chen, Wenhu and Getoor, Lise and Wang, William Yang},
     journal = {NeuIPS},
     volume = {34},
     pages = {404--416},
     year = {2021}
   }

2. Quality Estimation without Human-labeled Data

   Yi-Lin Tuan,  Ahmed El-Kishky,  Adithya Renduchintala,  Vishrav Chaudhary,  Francisco Guzmán, and  Lucia Specia

   In EACL, 2021

   arXiv Bib

   @inproceedings{tuan2021quality,
     title = {Quality Estimation without Human-labeled Data},
     author = {Tuan, Yi-Lin and El-Kishky, Ahmed and Renduchintala, Adithya and Chaudhary, Vishrav and Guzmán, Francisco and Specia, Lucia},
     booktitle = {EACL},
     pages = {619--625},
     year = {2021}
   }

3. Parallelized reverse curriculum generation

   Zih-Yun Chiu, Yi-Lin Tuan,  Hung-yi Lee, and  Li-Chen Fu

   preprint, 2021

   arXiv Bib

   @article{chiu2021parallelized,
     title = {Parallelized reverse curriculum generation},
     author = {Chiu, Zih-Yun and Tuan, Yi-Lin and Lee, Hung-yi and Fu, Li-Chen},
     journal = {preprint},
     year = {2021}
   }

2020

1. Knowledge injection into dialogue generation via language models

   Yi-Lin Tuan,  Wei Wei, and  William Yang Wang

   preprint, 2020

   arXiv Bib

   @article{tuan2020knowledge,
     title = {Knowledge injection into dialogue generation via language models},
     author = {Tuan, Yi-Lin and Wei, Wei and Wang, William Yang},
     journal = {preprint},
     year = {2020}
   }

2019

1. DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs

   Yi-Lin Tuan,  Yun-Nung Chen, and  Hung-Yi Lee

   In EMNLP, 2019

   arXiv Bib Code

   @inproceedings{tuan2019dykgchat,
     title = {DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs},
     author = {Tuan, Yi-Lin and Chen, Yun-Nung and Lee, Hung-Yi},
     booktitle = {EMNLP},
     pages = {1855--1865},
     year = {2019}
   }

2. Personalized Dialogue Response Generation Learned from Monologues.

   Feng-Guang Su*,  Aliyah R Hsu*, Yi-Lin Tuan, and  Hung-Yi Lee

   In Interspeech, 2019

   Bib PDF Code

   @inproceedings{su2019personalized,
     title = {Personalized Dialogue Response Generation Learned from Monologues.},
     author = {Su*, Feng-Guang and Hsu*, Aliyah R and Tuan, Yi-Lin and Lee, Hung-Yi},
     booktitle = {Interspeech},
     pages = {4160--4164},
     year = {2019}
   }

2018

1. Proximal policy optimization and its dynamic version for sequence generation

   Yi-Lin Tuan*, Jinzhi Zhang*, Yujia Li, and  Hung-yi Lee

   preprint, 2018

   arXiv Bib

   @article{tuan2018proximal,
     title = {Proximal policy optimization and its dynamic version for sequence generation},
     author = {Tuan*, Yi-Lin and Zhang*, Jinzhi and Li, Yujia and Lee, Hung-yi},
     journal = {preprint},
     year = {2018}
   }

2. Improving conditional sequence generative adversarial networks by stepwise evaluation

   Yi-Lin Tuan, and  Hung-Yi Lee

   IEEE/ACM Transactions on Audio, Speech, and Language Processing (Journal), 2018

   arXiv Bib Code

   @article{tuan2019improving,
     title = {Improving conditional sequence generative adversarial networks by stepwise evaluation},
     author = {Tuan, Yi-Lin and Lee, Hung-Yi},
     journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing (Journal)},
     volume = {27},
     number = {4},
     pages = {788--798},
     year = {2018},
     publisher = {IEEE}
   }

3. Transcribing lyrics from commercial song audio: The first step towards singing content processing

   Che-Ping Tsai*, Yi-Lin Tuan*, and  Lin-shan Lee

   In ICASSP, 2018

   arXiv Bib Code

   @inproceedings{tsai2018transcribing,
     title = {Transcribing lyrics from commercial song audio: The first step towards singing content processing},
     author = {Tsai*, Che-Ping and Tuan*, Yi-Lin and Lee, Lin-shan},
     booktitle = {ICASSP},
     pages = {5749--5753},
     year = {2018},
     organization = {IEEE}
   }