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Norihito Naka

2 accepted papers

2025

Robot Utility Models: General Policies for Zero-Shot Deployment in New Environments

ICRA 2025

Robot models, particularly those trained with large amounts of data, have recently shown a plethora of real-world manipulation and navigation capabilities. Several independent efforts have shown that given sufficient training data in an environment, robot policies can generalize to demonstrated vari

Cited by 49SourcecodeScholar
2024

Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment

ACL 2024findings

Do LMs infer the semantics of text from co-occurrence patterns in their training data? Merrill et al. (2022) argue that, in theory, sentence co-occurrence probabilities predicted by an optimal LM should reflect the entailment relationship of the constituent sentences, but it is unclear whether proba…