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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.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Probing Negation in Language Models
Published in The 8th Workshop on Representation Learning for NLP (RepL4NLP). 61st Annual Meeting of the Association for Computational Linguistics (ACL), 2023
We hypothesize about why pretrained LMs are inconsistent under negation: when the statement could refer to multiple ground entities with conflicting properties, negation may not entail a change in output. This means negation minimal pairs in different training samples can have the same completion in pretraining corpora.
Authors: Shashwat Singh*, Shashwat Goel*, Saujas Vaduguru, Ponnurangam Kumaraguru
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Representation Surgery: Theory and Practice of Affine Steering
Published in The Forty-first International Conference on Machine Learning, 2024
This paper investigates the formal and empirical properties of steering functions, i.e., transformation of the neural language model’s representations that alter its behavior.
Authors: Singh, S.∗, Ravfogel, S.∗, Herzig, J., Aharoni, R., Cotterell, R., Kumaraguru, P. (2024)
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Emergence of Text Semantics in CLIP Image Encoders
Published in UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models (NeurIPS workshop 2024), 2024
Humans process text visually; our work studies the semantics of text rendered in images. We show that the semantic information captured by image representations can decisively classify the sentiment of sentences and is robust against visual attributes like font and not based on simple character frequency associations.
Authors: Sreeram Vennam*, Shashwat Singh*, Anirudh Govil, Ponnurangam Kumaraguru
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Discrete Structures
Undergraduate course, IIIT Hyderabad, 2022
Conducted tutorials on the basics of proofs. Graded assignments and papers.
Introduction to Natural Language Processing
Course, IIIT Hyderabad, 2023
Conducted tutorials on different NLP architectures. Graded assignments, papers, and projects.
AI-mpower program
Workshop, IISc Bangalore, 2023
As part of a program to introduce interested Indian Professors and industry professionals to the basics of NLP, and Deep Learning.
Responsible and Safe AI systems
Course, IIIT Hyderabad, 2024
This was a course on AI safety. I helped design the course content. Conducted multiple tutorials, designed and graded an assignment.