Yixin Wan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 18

Top Topics

Dialogue System

Information Bottleneck

Top Venues

EMNLP (Findings)

Publications

Yixin Wan, Di Wu, Haoran Wang, Kai-Wei Chang
The Factuality Tax of Diversity-Intervened Text-to-Image Generation: Benchmark and Fact-Augmented Intervention. CoRR (2024)
Shujin Wu, Yi R. Fung, Sha Li, Yixin Wan, Kai-Wei Chang, Heng Ji
MACAROON: Training Vision-Language Models To Be Your Engaged Partners. CoRR (2024)
Yixin Wan, Kai-Wei Chang
White Men Lead, Black Women Help: Uncovering Gender, Racial, and Intersectional Bias in Language Agency. CoRR (2024)
Yixin Wan, Kai-Wei Chang
The Male CEO and the Female Assistant: Probing Gender Biases in Text-To-Image Models Through Paired Stereotype Test. CoRR (2024)
Yixin Wan, Arjun Subramonian, Anaelia Ovalle, Zongyu Lin, Ashima Suvarna, Christina Chance, Hritik Bansal, Rebecca Pattichis, Kai-Wei Chang
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation. CoRR (2024)
Yixin Wan, Fanyou Wu, Weijie Xu, Srinivasan H. Sengamedu
Sequence-Level Certainty Reduces Hallucination In Knowledge-Grounded Dialogue Generation. CoRR (2023)
Alexander Kwako, Yixin Wan, Jieyu Zhao, Mark Hansen, Kai-Wei Chang, Li Cai
Does BERT Exacerbate Gender or L1 Biases in Automated English Speaking Assessment? BEA@ACL (2023)
Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. CoRR (2023)
Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. EMNLP (Findings) (2023)
Yixin Wan, Yuan Zhou, Xiulian Peng, Kai-Wei Chang, Yan Lu
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression. CoRR (2023)
Yixin Wan, Kuan-Hao Huang, Kai-Wei Chang
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation. ACL (Findings) (2023)
Yixin Wan, Kuan-Hao Huang, Kai-Wei Chang
PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation. CoRR (2023)
Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. CoRR (2023)
Wenhu Chen, Ming Yin, Max Ku, Pan Lu, Yixin Wan, Xueguang Ma, Jianyu Xu, Xinyi Wang, Tony Xia
TheoremQA: A Theorem-driven Question Answering Dataset. EMNLP (2023)
Yixin Wan, Yuan Zhou, Xiulian Peng, Kai-Wei Chang, Yan Lu
ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression. INTERSPEECH (2023)
Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. EMNLP (Findings) (2023)
Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
Improving the Adversarial Robustness of NLP Models by Information Bottleneck. CoRR (2022)
Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh
Improving the Adversarial Robustness of NLP Models by Information Bottleneck. ACL (Findings) (2022)