I am a Research scientist at Facebook AI, primarily working on Natural Language Generation (NLG), Deep Generative Models (DGMs), Generative Pre-training and Text Representation learning. I received Ph.D. degree and M.S. degree (Statistical Science) from Duke University in 2018, advised by Professor Lawrence Carin. Before that, I received B.Sc. degree in Physics from Nanjin University, Department for Intensive Instruction (DII), Kuang Yaming Honors school in 2011.
I have served as an Area Chair (or equivalent) for NeurIPS (2021), ACL (2021) and AAAI (2019-2021). I have served as one of the organization committee members in ACL (2020). I received NeurIPS top reviewer awards (2019).
Please send me an email with your latest CV if you are a senior PhD student working on **faithful generation** or **efficient transformer** and looking for an internship
My recent research focuses on below topics:
Hallucination detection and prevention for NLG.
Open-domain question answering
Non-autoregressive text generation.
Adversarial attacking for NLP.
Controllable text generation.
Long-form text understanding/generation/reasoning.