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Sourav Das

3 accepted papers

2025

Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification

EMNLP 2025

Despite Bengali being among the most spoken languages bearing cultural importance and richness, the NLP endeavors on it, remain relatively limited. Figures of Speech (FoS) not only contribute to the phonetic and semantic nuances of a language, but they also exhibit aesthetics, expression, and creati

Cited by 0SourcePDFScholar
2024

Distilling Knowledge for Short-to-Long Term Trajectory Prediction

IROS 2024

Long-term trajectory forecasting is an important and challenging problem in the fields of computer vision, machine learning, and robotics. One fundamental difficulty stands in the evolution of the trajectory that becomes more and more uncertain and unpredictable as the time horizon grows, subsequent

Cited by 5SourceScholar
2022

PAC Mode Estimation using PPR Martingale Confidence Sequences

AISTATS 2022poster

We consider the problem of correctly identifying the mode of a discrete distribution $\mathcal{P}$ with sufficiently high probability by observing a sequence of i.i.d. samples drawn from $\mathcal{P}$. This problem reduces to the estimation of a single parameter when $\mathcal{P}$ has a support set…