Search Results for author: Dhivya Chandrasekaran

Found 4 papers, 0 papers with code

Collision Detection: An Improved Deep Learning Approach Using SENet and ResNext

no code implementations13 Jan 2022 Aloukik Aditya, Liudu Zhou, Hrishika Vachhani, Dhivya Chandrasekaran, Vijay Mago

In recent days, with increased population and traffic on roadways, vehicle collision is one of the leading causes of death worldwide.

Automating Transfer Credit Assessment in Student Mobility -- A Natural Language Processing-based Approach

no code implementations5 Apr 2021 Dhivya Chandrasekaran, Vijay Mago

The proposed model uses a clustering-inspired methodology based on knowledge-based semantic similarity measures to assess the taxonomic similarity of LOs and a transformer-based semantic similarity model to assess the semantic similarity of the LOs.

Decision Making Semantic Similarity +2

Comparative analysis of word embeddings in assessing semantic similarity of complex sentences

no code implementations23 Oct 2020 Dhivya Chandrasekaran, Vijay Mago

Further, we perform a comparative analysis of the performance of various word embeddings and language models on the existing benchmark datasets and the proposed dataset.

Semantic Similarity Semantic Textual Similarity +3

Evolution of Semantic Similarity -- A Survey

no code implementations19 Apr 2020 Dhivya Chandrasekaran, Vijay Mago

Estimating the semantic similarity between text data is one of the challenging and open research problems in the field of Natural Language Processing (NLP).

Semantic Similarity Semantic Textual Similarity

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