Sherol Chen
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View article: Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation
Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback for Text-to-Image Generation Open
Human feedback plays a critical role in learning and refining reward models for text-to-image generation, but the optimal form the feedback should take for learning an accurate reward function has not been conclusively established. This pa…
View article: A Design Space for Intelligent and Interactive Writing Assistants
A Design Space for Intelligent and Interactive Writing Assistants Open
In our era of rapid technological advancement, the research landscape for writing assistants has become increasingly fragmented across various research communities. We seek to address this challenge by proposing a design space as a structu…
View article: Understanding Subjectivity through the Lens of Motivational Context in Model-Generated Image Satisfaction
Understanding Subjectivity through the Lens of Motivational Context in Model-Generated Image Satisfaction Open
Image generation models are poised to become ubiquitous in a range of applications. These models are often fine-tuned and evaluated using human quality judgments that assume a universal standard, failing to consider the subjectivity of suc…
View article: Modeling subjectivity (by Mimicking Annotator Annotation) in toxic comment identification across diverse communities
Modeling subjectivity (by Mimicking Annotator Annotation) in toxic comment identification across diverse communities Open
The prevalence and impact of toxic discussions online have made content moderation crucial.Automated systems can play a vital role in identifying toxicity, and reducing the reliance on human moderation.Nevertheless, identifying toxic comme…
View article: Getting aligned on representational alignment
Getting aligned on representational alignment Open
Biological and artificial information processing systems form representations of the world that they can use to categorize, reason, plan, navigate, and make decisions. How can we measure the similarity between the representations formed by…
View article: Leveraging Contextual Counterfactuals Toward Belief Calibration
Leveraging Contextual Counterfactuals Toward Belief Calibration Open
Beliefs and values are increasingly being incorporated into our AI systems through alignment processes, such as carefully curating data collection principles or regularizing the loss function used for training. However, the meta-alignment …
View article: Story Centaur: Large Language Model Few Shot Learning as a Creative Writing Tool
Story Centaur: Large Language Model Few Shot Learning as a Creative Writing Tool Open
Ben Swanson, Kory Mathewson, Ben Pietrzak, Sherol Chen, Monica Dinalescu. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: System Demonstrations. 2021.