2 citations · 4 across the 6 of their papers we have counts for
6 papers
Exploring Failure Cases in Multimodal Reasoning About Physical Dynamics
Sadaf Ghaffari, Nikhil Krishnaswamy
In this paper, we present an exploration of LLMs' abilities to problem solve with physical reasoning in situated environments. We construct a simple simulated environment and demon…
Combining Automatic Coding and Instructor Input to Generate ENA Visualizations for Asynchronous Online Discussion
Marcia Moraes, Sadaf Ghaffari, Yanye Luther +1
Asynchronous online discussions are a common fundamental tool to facilitate social interaction in hybrid and online courses. However, instructors lack the tools to accomplish the o…
Grounding and Distinguishing Conceptual Vocabulary Through Similarity Learning in Embodied Simulations
Sadaf Ghaffari, Nikhil Krishnaswamy
We present a novel method for using agent experiences gathered through an embodied simulation to ground contextualized word vectors to object representations. We use similarity lea…
Detecting and Accommodating Novel Types and Concepts in an Embodied Simulation Environment
Sadaf Ghaffari, Nikhil Krishnaswamy
In this paper, we present methods for two types of metacognitive tasks in an AI system: rapidly expanding a neural classification model to accommodate a new category of object, and…
Automated Code Extraction from Discussion Board Text Dataset
Sina Mahdipour Saravani, Sadaf Ghaffari, Yanye Luther +2
This study introduces and investigates the capabilities of three different text mining approaches, namely Latent Semantic Analysis, Latent Dirichlet Analysis, and Clustering Word V…
Exploiting Embodied Simulation to Detect Novel Object Classes Through Interaction
Nikhil Krishnaswamy, Sadaf Ghaffari
In this paper we present a novel method for a naive agent to detect novel objects it encounters in an interaction. We train a reinforcement learning policy on a stacking task given…