Search Results for author: Saurav K. Aryal

Found 4 papers, 0 papers with code

Sentiment Analysis Across Multiple African Languages: A Current Benchmark

no code implementations21 Oct 2023 Saurav K. Aryal, Howard Prioleau, Surakshya Aryal

With the recent release of the AfriSenti-SemEval Shared Task 12, hosted as a part of The 17th International Workshop on Semantic Evaluation, an annotated sentiment analysis of 14 African languages was made available.

Language Modelling Sentiment Analysis +1

Sentiment Classification of Code-Switched Text using Pre-trained Multilingual Embeddings and Segmentation

no code implementations29 Oct 2022 Saurav K. Aryal, Howard Prioleau, Gloria Washington

To further the work in code-switched sentiment analysis, we propose a multi-step natural language processing algorithm utilizing points of code-switching in mixed text and conduct sentiment analysis around those identified points.

Semantic Similarity Semantic Textual Similarity +2

Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's

no code implementations13 Sep 2022 Saurav K. Aryal, Howard Prioleau, Legand Burge

Upon scoring and evaluating the statistical significance of each of the selected subset of features for each model, we find that, for the given task, handcrafted linguistic features are more significant than acoustic and learned features.

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