Emily Sheng
- The Woman Worked as a Babysitter: On Biases in Language Generation
2019/09/03 by Emily Sheng, Sheng, Emily, Kai-Wei Chang +5 · 51 citations
Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
- Societal Biases in Language Generation: Progress and Challenges
2021/05/10 by Emily Sheng, Kai-Wei Chang, Sheng, Emily +5 · 17 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Multimodal Machine Learning Applications #Topic Modeling
- Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
2025/02/01 by Hanna Wallach, Meera Desai, Wallach, Hanna +37 · 3 voices · 19 citations
#cs.CY
- On Measures of Biases and Harms in NLP
2021/08/07 by Sunipa Dev, Dev, Sunipa, Emily Sheng +19 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
- Evaluating Generative AI Systems is a Social Science Measurement Challenge
2024/11/17 by Hanna Wallach, Meera Desai, Wallach, Hanna +37 · 3 voices · 11 citations
Social Sciences · #Computational and Text Analysis Methods #cs.CY
- Towards Controllable Biases in Language Generation
2020/05/01 by Emily Sheng, Kai-Wei Chang, Sheng, Emily +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
- Investigating Societal Biases in a Poetry Composition System
2020/11/05 by Emily Sheng, David Uthus, Sheng, Emily +1 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Revealing Persona Biases in Dialogue Systems
2021/04/18 by Emily Sheng, Josh A. Arnold, Sheng, Emily +7 · 5 citations
Computer Science · #Sentiment Analysis and Opinion Mining #AI in Service Interactions #Persona Design and Applications
- A Shared Standard for Valid Measurement of Generative AI Systems' Capabilities, Risks, and Impacts
2024/12/02 by Alexandra Chouldechova, Chad Atalla, Chouldechova, Alexandra +25 · 1 voice · 3 citations
Computer Science · Engineering · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Technology Assessment and Management #cs.CY
- Gaps Between Research and Practice When Measuring Representational Harms Caused by LLM-Based Systems
2024/11/23 by Emma Harvey, Harvey, Emma, Emily Sheng +11 · 2 voices · 1 citation
#cs.CY
- Taxonomizing Representational Harms using Speech Act Theory
2025/04/01 by Emily Corvi, Corvi, Emily, Hannah Washington +21 · 2 voices · 1 citation
#cs.CL #cs.CY