Somesh Singh

Somesh Singh
Birla Institute of Technology and Science Pilani | BITS Pilani · Department of Computer Science and Information Systems

About

5
Publications
118
Reads
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11
Citations
Citations since 2016
5 Research Items
11 Citations
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Introduction
Skills and Expertise
Additional affiliations
April 2020 - present
Indraprastha Institute of Information Technology
Position
  • Intern
Description
  • Remote Machine Learning and Deep Learning Intern at MIDAS labs
Education
August 2018 - August 2022
BITS Pilani, K K Birla Goa
Field of study
  • Computer Science

Publications

Publications (5)
Article
Full-text available
It is well known that natural language models are vulnerable to adversarial attacks, which are mostly input-specific in nature. Recently, it has been shown that there also exist input-agnostic attacks in NLP models, called universal adversarial triggers. However, existing methods to craft universal triggers are data intensive. They require large am...
Preprint
Full-text available
It is well known that natural language models are vulnerable to adversarial attacks, which are mostly input-specific in nature. Recently, it has been shown that there also exist input-agnostic attacks in NLP models, called universal adversarial triggers. However, existing methods to craft universal triggers are data intensive. They require large am...
Preprint
Full-text available
Deep-learning based Automatic Essay Scoring (AES) systems are being actively used by states and language testing agencies alike to evaluate millions of candidates for life-changing decisions ranging from college applications to visa approvals. However, little research has been put to understand and interpret the black-box nature of deep-learning ba...
Preprint
Full-text available
Propaganda spreads the ideology and beliefs of like-minded people, brainwashing their audiences, and sometimes leading to violence. SemEval 2020 Task-11 aims to design automated systems for news propaganda detection. Task-11 consists of two sub-tasks, namely, Span Identification - given any news article, the system tags those specific fragments whi...

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