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Found 6 papers, 0 papers with code
Exploring Failure Cases in Multimodal Reasoning About Physical Dynamics
In this paper, we present an exploration of LLMs' abilities to problem solve with physical reasoning in situated environments.
Combining Automatic Coding and Instructor Input to Generate ENA Visualizations for Asynchronous Online Discussion
We present an analysis of these models and discuss the potential use of ENA as a visualization to help instructors evaluating asynchronous online discussions.
Grounding and Distinguishing Conceptual Vocabulary Through Similarity Learning in Embodied Simulations
We present a novel method for using agent experiences gathered through an embodied simulation to ground contextualized word vectors to object representations.
Detecting and Accommodating Novel Types and Concepts in an Embodied Simulation Environment
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 recognizing when a novel object type is observed instead of misclassifying the observation as a known class.
Automated Code Extraction from Discussion Board Text Dataset
This study introduces and investigates the capabilities of three different text mining approaches, namely Latent Semantic Analysis, Latent Dirichlet Analysis, and Clustering Word Vectors, for automating code extraction from a relatively small discussion board dataset.
Exploiting Embodied Simulation to Detect Novel Object Classes Through Interaction
In this paper we present a novel method for a naive agent to detect novel objects it encounters in an interaction.
