An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation. - Wanyu Du; Yangfeng Ji (EMNLP/IJCNLP (1), 2019)

An Effective Optimization Algorithm for Application Mapping in Network-on-Chip Designs. - Xinyu Wang 015; Tsan-Ming Choi; Xiaohang Yue; Mengji Zhang; Wanyu Du (IEEE Trans. Ind. Electron., 2020)

SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks. - Wanyu Du; Yangfeng Ji (EMNLP (Findings), 2021)

Contextualizing Variation in Text Style Transfer Datasets. - Stephanie Schoch; Wanyu Du; Yangfeng Ji (INLG, 2021)

The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics. - Sebastian Gehrmann; Tosin P. Adewumi; Karmanya Aggarwal; Pawan Sasanka Ammanamanchi; Aremu Anuoluwapo; Antoine Bosselut; Khyathi Raghavi Chandu; Miruna-Adriana Clinciu; Dipanjan Das 001; Kaustubh D. Dhole; Wanyu Du; Esin Durmus; et al. (CoRR, 2021)

Understanding Iterative Revision from Human-Written Text. - Wanyu Du; Vipul Raheja; Dhruv Kumar 005; Zae Myung Kim; Melissa Lopez; Dongyeop Kang (ACL (1), 2022)

Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation. - Wanyu Du; Hanjie Chen; Yangfeng Ji (EMNLP (Findings), 2022)

Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks. - Zae Myung Kim; Wanyu Du; Vipul Raheja; Dhruv Kumar 005; Dongyeop Kang (EMNLP, 2022)

FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows. - Jianqiao Zhao; Yanyang Li; Wanyu Du; Yangfeng Ji; Dong Yu 001; Michael R. Lyu; Liwei Wang 009 (EMNLP, 2022)

Diverse Text Generation via Variational Encoder-Decoder Models with Gaussian Process Priors. - Wanyu Du; Jianqiao Zhao; Liwei Wang; Yangfeng Ji (CoRR, 2022)

Read, Revise, Repeat: A System Demonstration for Human-in-the-loop Iterative Text Revision. - Wanyu Du; Zae Myung Kim; Vipul Raheja; Dhruv Kumar 005; Dongyeop Kang (CoRR, 2022)

Self-augmented Data Selection for Few-shot Dialogue Generation. - Wanyu Du; Hanjie Chen; Yangfeng Ji (CoRR, 2022)

Blending Reward Functions via Few Expert Demonstrations for Faithful and Accurate Knowledge-Grounded Dialogue Generation. - Wanyu Du; Yangfeng Ji (CoRR, 2023)

DFlow: Diverse Dialogue Flow Simulation with Large Language Models. - Wanyu Du; Song Feng 001; James Gung; Lijia Sun; Yi Zhang 053; Saab Mansour; Yanjun Qi (CoRR, 2024)

Towards Improved Preference Optimization Pipeline: from Data Generation to Budget-Controlled Regularization. - Zhuotong Chen; Fang Liu; Jennifer Zhu; Wanyu Du; Yanjun Qi (CoRR, 2024)