SHERLOCKED - Text Generator Part 1
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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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In computer science, attention mechanisms in models are designed to be allocated different weights to relevant input information and ignore irrelevant information with low-valued weights. However, the connection between computer science models and psychology is still loose and broad. In this post, the bridge between attention modeling in neuroscience and Computer science is discussed.
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In this post, I discuss Adversarial Machine Learning, White Box Attacks, and Attacks on NLP using Universal Adversarial trigger. The post discusses the following paper : Wallace, Eric, et al. “Universal adversarial triggers for attacking and analyzing NLP (2019)
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Publishing is a very critical component for a researcher to must embrace and support the other researchers’ life and advance the scientific age. Publications are a form of expression and communication in academia. With this blog, I will iterate through the various critical stages of working in research and getting a successful publication.
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FlaiReddit is a text classification webapp deployed on Heroku which detects the ‘flair’ tags of a Reddit Post from the subreddit r/india. This project consists all major steps important to any applied machine learning pipeline - Data Collection, Processing, Optimized Classifier, Deployment.
Short description of portfolio item number 1
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Published in SemEval 2020, Spain, 2020
News Propaganda, High granularity, Imbalanced Classification, Contextual Embeddings
Recommended citation: patil-etal-2020-bpgc https://www.aclweb.org/anthology/2020.semeval-1.226/
Published in PrePrint, ArXiv, 2021
AES Systems, NLP, Adversarial Robustness, Overstability, Oversensitivity
Recommended citation: kumar2021aes https://arxiv.org/abs/2109.11728
Published in AAAI (Association for the Advancement of Artificial Intelligence), 2022
Adversarial Attacks, Model Mining, Data Free Attacks, MINIMAL
Recommended citation: parekh2021minimal https://arxiv.org/abs/2109.12406
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I am a second-year Computer Science Undergrad at BITS Pilani. Recently, I published a paper in SemEval 2020. IEEE hosted a discussion on research in computer science. I will present my work and discuss research in Machine Learning and Computer Science in general, followed by a QnA Section. The extended discussion for this talk will be set up by IEEE for students from BITS.
College Workshop, BITS Goa, Center For Technical Education, 2019
I was the mentor for the course conducted by Center for Technical Education during Spring, 2019. As a part of this course, I mentored over 200 students in machine learning and deep learning. I took doubt sessions and moderating and evaluated assignments as and reference material as a part of this course.
Teaching Assistant, Birla Institute of Technology and Sciences, 2020
I was the teaching assistant for the graded course CSF111, conducted by Birla Institute of Technology and Sciences (January 2020 - July 2020). This is a 4-unit course with a lab component for first-year candidates. As a teaching assistant, I mentored over 1000 students, solved their doubts related to general programming in C and Shell, conducted and evaluated labs as a part of the college curriculum.
College Workshop, BITS Goa, Quark Controls, 2020
I am an instructor for the course conducted by Quark Controls during Summers, 2020. This is an introductory course to Deep Learning, Natural Language Processing, Computer Vision and, Reinforcement Learning. As a part of this course, I mentored over 150 students and took doubt sessions and moderating and evaluated assignments as and reference material as a part of this course.
Teaching Assistant, Birla Institute of Technology and Sciences, 2020
I will be the teaching assistant to Dr. Swati Agarwal for the graded course CSF469: Information Retrieval, conducted by Birla Institute of Technology and Sciences (Aug 2020 - Dec 2020). This is a 3-unit course with a lab component for junior and senior year students.
Teaching Assistant, Birla Institute of Technology and Sciences, 2021
I will be the teaching assistant to Dr. Ashwin Srinivasan and Prof. Tirthraj Dash for the graded course BITS F464: Machine Learning, conducted by Birla Institute of Technology and Sciences (Jan 2021 - May 2021). I will be conducting labs and assignments as a part of the course.
College Project Funding, BITS Goa, Center For Technical Education, 2021
I was the mentor for BIONEST conducted in a joint collaboration of BITS and BIRAC, assisting Prof. Mridula Goel to mentor, provide insights, and guidance to the team.
Teaching Assistant, Birla Institute of Technology and Sciences, 2021
I will be the teaching assistant to Dr. Swati Agarwal for the graded course CS F429: Natural Language Processing., conducted by Birla Institute of Technology and Sciences (Aug 2020 - Dec 2020). This is a 3-unit course and also a part of the data science minor.
Teaching Assistant, Birla Institute of Technology and Sciences, 2022
I will be the teaching assistant to Gautam Shroff, Prof. Tanmay and Prof. Tirtharaj for the graded course BITS F441: Meta Learning, conducted by Birla Institute of Technology and Sciences, IIT Delhi and IIIT Delhi (Jan 2022 - May 2022). I will be conducting Homeworks and Quizzes as a part of the course.