JaneDing @JaneDing_AI
Data Science junior @Umich · Starting research in vision-language models and pragmatic generation · Exploring how AI communicates like humans jingding-ai.github.io Ann Arbor, MI Joined August 2024-
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JaneDing retweeted
+1 on this! Mixed-effects models are such an underrated protocol for behavioral analysis that AI researchers often overlook. Behavioral data are almost never independent: clustering, repeated measures, and hierarchical structures abound. Mixed-effects models account for these…
+1 on this! Mixed-effects models are such an underrated protocol for behavioral analysis that AI researchers often overlook. Behavioral data are almost never independent: clustering, repeated measures, and hierarchical structures abound. Mixed-effects models account for these…
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JaneDing retweeted
Our study on pragmatic generation is accepted to #COLM2025! Missed the first COLM last year (no suitable ongoing project at the time😅). Heard it’s a great place to connect with LM folks, excited to join for round two finally.
Our study on pragmatic generation is accepted to #COLM2025! Missed the first COLM last year (no suitable ongoing project at the time😅). Heard it’s a great place to connect with LM folks, excited to join for round two finally.
JaneDing retweeted
Thrilled to finally share SimWorld — the result of over a year’s work of the team. Simulators have been foundational for embodied AI research (I’ve worked with AI2Thor, CARLA, Genesis…), and SimWorld pushes this further with photorealistic Unreal-based rendering and scalable…
Thrilled to finally share SimWorld — the result of over a year’s work of the team. Simulators have been foundational for embodied AI research (I’ve worked with AI2Thor, CARLA, Genesis…), and SimWorld pushes this further with photorealistic Unreal-based rendering and scalable…
JaneDing retweeted
P.S., We are building @GrowAiLikeChild, an open-source community uniting researchers from computer science, cognitive science, psychology, linguistics, philosophy, and beyond. Instead of putting growing up and scaling up into opposite camps, let's build and evaluate human-like AI…
JaneDing retweeted
Vision-Language Models (VLMs) can describe the environment, but can they refer within it? Our findings reveal a critical gap: VLMs fall short of pragmatic optimality. We identify 3 key failures of pragmatic competence in referring expression generation with VLMs: (1) cannot…
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