Transcribing Lyrics from Commercial Song Audio: the First Step Towards Singing Content Processing. - Che-Ping Tsai; Yi-Lin Tuan; Lin-Shan Lee (ICASSP, 2018)

Proximal Policy Optimization and its Dynamic Version for Sequence Generation. - Yi-Lin Tuan; Jinzhi Zhang; Yujia Li; Hung-yi Lee (CoRR, 2018)

DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. - Yi-Lin Tuan; Yun-Nung Chen; Hung-yi Lee (EMNLP/IJCNLP (1), 2019)

Personalized Dialogue Response Generation Learned from Monologues. - Feng-Guang Su; Aliyah R. Hsu; Yi-Lin Tuan; Hung-yi Lee (INTERSPEECH, 2019)

Improving Conditional Sequence Generative Adversarial Networks by Stepwise Evaluation. - Yi-Lin Tuan; Hung-yi Lee (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Unsupervised Injection of Knowledge into Dialogue Generation via Language Models. - Yi-Lin Tuan; Wei Wei; William Yang Wang (CoRR, 2020)

Quality Estimation without Human-labeled Data. - Yi-Lin Tuan; Ahmed El-Kishky; Adithya Renduchintala; Vishrav Chaudhary; Francisco Guzmán; Lucia Specia (EACL, 2021)

Local Explanation of Dialogue Response Generation. - Yi-Lin Tuan; Connor Pryor; Wenhu Chen; Lise Getoor; William Yang Wang (NeurIPS, 2021)

Parallelized Reverse Curriculum Generation. - Zih-Yun Chiu; Yi-Lin Tuan; Hung-yi Lee; Li-Chen Fu (CoRR, 2021)

D-REX: Dialogue Relation Extraction with Explanations. - Alon Albalak; Varun Embar; Yi-Lin Tuan; Lise Getoor; William Yang Wang (ConvAI@ACL, 2022)

HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data. - Kai Nakamura; Sharon Levy; Yi-Lin Tuan; Wenhu Chen; William Yang Wang (ACL (Findings), 2022)

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems. - Yi-Lin Tuan; Sajjad Beygi; Maryam Fazel-Zarandi; Qiaozi Gao; Alessandra Cervone; William Yang Wang (ACL (Findings), 2022)

Deep Learning-Based Perceptual Stimulus Encoder for Bionic Vision. - Lucas Relic; Bowen Zhang; Yi-Lin Tuan; Michael Beyeler (AHs, 2022)

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; William Yang Wang (EMNLP, 2022)

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. - Wenda Xu; Yi-Lin Tuan; Yujie Lu; Michael Saxon; Lei Li 005; William Yang Wang (EMNLP (Findings), 2022)

Atomized Deep Learning Models. - Yi-Lin Tuan; Zih-Yun Chiu; William Yang Wang (CoRR, 2022)

Knowledge-Grounded Reinforcement Learning. - Zih-Yun Chiu; Yi-Lin Tuan; William Yang Wang; Michael C. Yip (CoRR, 2022)

CausalDialogue: Modeling Utterance-level Causality in Conversations. - Yi-Lin Tuan; Alon Albalak; Wenda Xu; Michael Saxon; Connor Pryor; Lise Getoor; William Yang Wang (ACL (Findings), 2023)

Flexible Attention-Based Multi-Policy Fusion for Efficient Deep Reinforcement Learning. - Zih-Yun Chiu; Yi-Lin Tuan; William Yang Wang; Michael C. Yip (NeurIPS, 2023)

Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models. - Yi-Lin Tuan; Xilun Chen 002; Eric Michael Smith; Louis Martin; Soumya Batra; Asli Celikyilmaz; William Yang Wang; Daniel M. Bikel (CoRR, 2024)

A Gradient Analysis Framework for Rewarding Good and Penalizing Bad Examples in Language Models. - Yi-Lin Tuan; William Yang Wang (CoRR, 2024)

Achieving Human-like Chatbots from Reasoning and Optimization Perspectives - Yi-Lin Tuan (2024)