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20242026
most citedRobots Can Multitask Too: Integrating a Memory Architecture and LLMs for Enhanced Cross-Task Robot Action Generation

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cs.CL2025

Large Language Model Data Generation for Enhanced Intent Recognition in German Speech

Theresa Pekarek Rosin, Burak Can Kaplan, Stefan Wermter

Intent recognition (IR) for speech commands is essential for artificial intelligence (AI) assistant systems; however, most existing approaches are limited to short commands and are…

cs.AI2025

Can Large Language Models Generate Effective Datasets for Emotion Recognition in Conversations?

Burak Can Kaplan, Hugo Cesar De Castro Carneiro, Stefan Wermter

Emotion recognition in conversations (ERC) focuses on identifying emotion shifts within interactions, representing a significant step toward advancing machine intelligence. However…