Souvenir Of Memories
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A short story to bring light and increase awareness on domestic abuse and mental health wellbeing. [Trigger warning!!] Read more
Posts by Collection
Literaryposts
Am I Not A Princess?
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An excerpt to promote positivity and self-love. Read more
Baby Steps
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A poem for when your dreams feel too far fetched. Just know that even the baby steps do count! Read more
Portfolio
Portfolio item number 1
Short description of portfolio item number 1
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Portfolio item number 2
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Projects
Intent Based Duplicate Question Removal
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Identify whether two questions have the same intent or not. GloVe encoding and a network consisting of fully connected ReLU layers followed by sigmoid classifier were employed on the Quora dataset. Read more
Defining the Level of Hardware Obfuscation using Machine Learning Techniques
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Analysis of various patterns in the input-output sequences of various obfuscated circuits to define a metric to quantify the level of obfuscation in a circuit using machine learning techniques. Read more
Analysis of Adversarial Attacks To Fool Deep Networks
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A study of various adversarial attacks along with defenses for the attacks for deep networks using ImageNet. A performance analysis of these attacks on standard models was also carried out. Read more
PlayIt: A Pluggable And Interactive Drawing Tool For Technical Applications
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Developing a generic web based drawing tool that supports construction, analysis and evaluation of technical diagrams by providing flexibility to developers to plug-in various domains of interest. Read more
Retinopathy of Prematurity – Feature Engineering and Predictive Analysis
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Features extracted from retinal images of premature infants are used to build a model to identify the stage of the disease. This is in collaboration with Rx Digi Health Platform, a start-up based in Bangalore, India. Read more
Analysis of Joints for Tracking Fitness and Monitoring Progress in Physiotherapy
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Developing a physiotherapy framework employing Microsoft Kinect Sensor to provide an engaging physiotherapy session along with performance analysis to monitor progress in patients. Read more
Product Insights: Analyzing Product Intents in Web Search
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We study search logs from Bing web search engine to characterize user intents and study user behavior for product search. Read more
Studying Ransomware Attacks Using Web Search Logs
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We perform a study to mine insights about ransomware attacks by analyzing query logs from Bing web search engine. Read more
Analyzing Web Search Behavior for Software Engineering Tasks
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We analyze millions of query logs from Bing to understand how web search is used in software engineering tasks. Read more
Neural Knowledge Extraction From Cloud Service Incidents
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In this work, we address the fundamental problem of structured knowledge extraction from service incidents. We have built SoftNER, a framework for unsupervised knowledge extraction from service incidents. Read more
Handling Class Imbalance with POISE: pAUC Optimization in Supervised Experiments
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In this work, we address the fundamental problem of class imbalance by optimizing partial AUC. Read more
Search4Code: Code Search Intent Classification Using Weak Supervision
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In this work, we propose a weak supervision based approach for detecting code search intent in search queries for C# and Java programming languages. Read more
Publications
Analysis of Joints for Tracking Fitness and Monitoring Progress in Physiotherapy
Nikitha Rao, Piyush M Surana, Rahul Ragesh, Gowri Srinivasa Published at: IEEE International Conference on Signal and Image Processing Applications (ICSIPA), 2019
[paper]Studying Ransomware Attacks Using Web Search Logs
Chetan Bansal*, Pantazis Deligiannis*, Chandra Maddila*, Nikitha Rao* Published at: 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020
[paper] [arXiv]Product Insights: Analyzing Product Intents in Web Search
Nikitha Rao, Chetan Bansal, Subhabrata Mukherjee, Chandra Maddila Published at: 29th ACM International Conference on Information and Knowledge Management (CIKM), 2020
[paper] [arXiv]Analyzing Web Search Behavior for Software Engineering Tasks
Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Hassan Awadallah, Nachi Nagappan Published at: IEEE International Conference on Big Data (IEEE BigData), 2020
[paper] [arXiv]Handling Class Imbalance with POISE: pAUC Optimization in Supervised Experiments
Nikitha Rao, Sreangsu Acharyya Under Review, 2020
[paper]Neural Knowledge Extraction From Cloud Service Incidents
Manish Shetty, Sumit Kumar, Chetan Bansal, Nikitha Rao, Nachi Nagappan, Tom Zimmermann Published at: 43rd International Conference on Software Engineering (ICSE SEIP), 2021
[paper] [arXiv]Search4Code: Code Search Intent Classification Using Weak Supervision
Nikitha Rao, Chetan Bansal, Joe Guan Published at: Mining Software Repositories (MSR), 2021
[paper] [arXiv] [data]Comments on Comments: Where Code Review and Documentation Meet
Nikitha Rao, Jason Tsay, Martin Hirzel, Vincent J. Hellendoorn Published at: Mining Software Repositories (MSR), 2022
[paper] [arXiv] [data]AI for Low-Code for AI
Nikitha Rao, Jason Tsay, Kiran Kate, Vincent J. Hellendoorn, Martin Hirzel Published at: Intelligent User Interfaces (IUI), 2024
[paper] [arXiv] [code]CAT-LM: Training Language Models on Aligned Code And Tests
Nikitha Rao*, Kush Jain*, Uri Alon, Claire Le Goues, Vincent Hellendoorn Published at: Automated Software Engineering (ASE), 2023
[paper] [arXiv] [code] [data]Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts
Jenny Liang, Melissa Lin, Nikitha Rao, Brad Myers Published at: Under Submission, 2024
[arXiv]DiffSpec: Differential Testing with LLMs using Natural Language Specifications and Code Artifacts
Nikitha Rao, Elizabeth Gilbert, Tahina Ramananandro, Nikhil Swamy, Claire Le Goues, Sarah Fakhoury Published at: Under Submission, 2024
[arXiv] [code]Talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown! Read more
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field. Read more
Teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post. Read more
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post. Read more