Ting-Yun (Charlotte) Chang
My name is 張婷雲. I am now a research assistant at Academia Sinica, Taiwan, working with Prof. Chi-Jen Lu. My research interests include natural language processing (NLP) and computer vision (CV).
I received my Master's degree from the Department of CSIE at National Taiwan University (NTU), where I had the great fortune to work with Prof. Yun-Nung (Vivian) Chen.
     


  Experience
Applied Scientist Intern Summer 2020 Amazon Alexa AI Advisor: Dr. Yang Liu and Dr. Dilek Hakkani-Tur

Research Assistant 2018 - 2020 NTU CSIE Miulab Advisor: Dr. Yun-Nung (Vivian) Chen

Research Assistant 2020 - 2021 IIS, Academia Sinica Advisor: Dr. Chi-Jen Lu


  Selected Publications
Go Beyond Plain Fine-tuning: Improving Pretrained Models for Social Commonsense Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, and Dilek Hakkani-Tur SLT 2021 [Paper] [Slides]

Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, and Dilek Hakkani-Tur DeeLIO Workshop@EMNLP 2020 (best paper award) [Paper] [Slides]

TinyGAN: Distilling BigGAN for Conditional Image Generation Ting-Yun Chang, Chi-Jen Lu ACCV 2020 [Paper] [Code] [Demo] [Video]

What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition Ting-Yun Chang, Yun-Nung Chen EMNLP 2019 [Paper] [Thesis] [Code]

xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks *Ting-Yun Chang, *Ta-Chung Chi, *Shang-Chi Tsai, and Yun-Nung Chen arXiv preprint 2018 [Paper] [Code]