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Soumya Ranjan Sahoo

3 accepted papers

2024

ILLUMINER: Instruction-tuned Large Language Models as Few-shot Intent Classifier and Slot Filler

COLING 2024main

State-of-the-art intent classification (IC) and slot filling (SF) methods often rely on data-intensive deep learning models, limiting their practicality for industry applications. Large language models on the other hand, particularly instruction-tuned models (Instruct-LLMs), exhibit remarkable zero-…

2024

Robust Backstepping Controller with Adaptive Sliding Mode Observer for a Tilt-Augmented Quadrotor With Uncertainty Using SO(3)

IROS 2024poster

The conventional quadrotor is incapable of controlling position and orientation independently. To mitigate this deficiency, we use a tilt-augmented quadrotor for greater mobility in a constrained environment. When the rotors tilt in a tilt-augmented quadrotor, it leads to changes in moment- of-inert…

Cited by 1SourceScholar