3 papers
cs.LG2025
Preventing Model Collapse via Contraction-Conditioned Neural Filters
Zongjian Han, Yiran Liang, Ruiwen Wang +4
This paper presents a neural network filter method based on contraction operators to address model collapse in recursive training of generative models. Unlike \cite{xu2024probabili…
cs.CL2023
Othering and low status framing of immigrant cuisines in US restaurant reviews and large language models
Yiwei Luo, Kristina Gligorić, Dan Jurafsky
Identifying implicit attitudes toward food can mitigate social prejudice due to food's salience as a marker of ethnic identity. Stereotypes about food are representational harms th…
cs.CL2020
Detecting Stance in Media on Global Warming
Yiwei Luo, Dallas Card, Dan Jurafsky
Citing opinions is a powerful yet understudied strategy in argumentation. For example, an environmental activist might say, "Leading scientists agree that global warming is a serio…