Search Results for author: Vijay Mago

Found 16 papers, 3 papers with code

A Survey on Automated Sarcasm Detection on Twitter

no code implementations5 Feb 2022 Bleau Moores, Vijay Mago

Automatic sarcasm detection is a growing field in computer science.

Sarcasm Detection

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.

AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification

no code implementations9 Apr 2021 Vaibhav Bhat, Anita Yadav, Sonal Yadav, Dhivya Chandrasekran, Vijay Mago

Emotion recognition in conversations is an important step in various virtual chat bots which require opinion-based feedback, like in social media threads, online support and many more applications.

Classification Emotion Classification +3

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 +1

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 +2

TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis

1 code implementation17 Oct 2020 Mohiuddin Md Abdul Qudar, Vijay Mago

Moreover, there is no existing language representation models for text analysis specific to the social media domain.

The Homophily Principle in Social Network Analysis

no code implementations21 Aug 2020 Kazi Zainab Khanam, Gautam Srivastava, Vijay Mago

In recent years, social media has become a ubiquitous and integral part of social networking.

A summary of the prevalence of Genetic Algorithms in Bioinformatics from 2015 onwards

no code implementations20 Aug 2020 Mekaal Swerhun, Jasmine Foley, Brandon Massop, Vijay Mago

In recent years, machine learning has seen an increasing presencein a large variety of fields, especially in health care and bioinformatics. More specifically, the field where machine learning algorithms have found most applications is Genetic Algorithms. The objective of this paper is to conduct a survey of articles published from 2015 onwards that deal with Genetic Algorithms(GA) and how they are used in bioinformatics. To achieve the objective, a scoping review was conducted that utilized Google Scholar alongside Publish or Perish and the Scimago Journal & CountryRank to search for respectable sources.

BIG-bench Machine Learning

A Survey on Text Simplification

no code implementations19 Aug 2020 Punardeep Sikka, Vijay Mago

Text Simplification (TS) aims to reduce the linguistic complexity of content to make it easier to understand.

Semantic Similarity Semantic Textual Similarity +1

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

Utilizing Deep Learning to Identify Drug Use on Twitter Data

no code implementations8 Mar 2020 Joseph Tassone, Peizhi Yan, Mackenzie Simpson, Chetan Mendhe, Vijay Mago, Salimur Choudhury

The collection and examination of social media has become a useful mechanism for studying the mental activity and behavior tendencies of users.

General Classification

A Supervised Learning Approach For Heading Detection

no code implementations31 Aug 2018 Sahib Singh Budhiraja, Vijay Mago

As the Portable Document Format (PDF) file format increases in popularity, research in analysing its structure for text extraction and analysis is necessary.

SafeRNet: Safe Transportation Routing in the era of Internet of Vehicles and Mobile Crowd Sensing

no code implementations3 May 2018 Qun Liu, Suman Kumar, Vijay Mago

This paper proposes SafeRNet, a safe route computation framework which takes advantage of these technologies to analyze streaming traffic data and historical data to effectively infer safe routes and deliver them back to users in real time.

Similarity between Learning Outcomes from Course Objectives using Semantic Analysis, Blooms taxonomy and Corpus statistics

no code implementations17 Apr 2018 Atish Pawar, Vijay Mago

This research introduces the development of semantic similarity algorithms to calculate the similarity between two learning objectives of the same domain.

Semantic Similarity Semantic Textual Similarity

Calculating the similarity between words and sentences using a lexical database and corpus statistics

5 code implementations15 Feb 2018 Atish Pawar, Vijay Mago

To calculate the semantic similarity between words and sentences, the proposed method follows an edge-based approach using a lexical database.

Semantic Similarity Semantic Textual Similarity +2

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