Time-Reversal Provides Unsupervised Feedback to LLMs

Yerram Varun^*, Rahul Madhavan^*, Sravanti Addepalli^*, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain

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Spotlight Presentation @ NeurIPS 2024

Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?

Sravanti Addepalli, Yerram Varun, Arun Suggala, Karthikeyan Shanmugam, Prateek Jain

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Accepted to SafeGenAI workshop @ NeurIPS 2024

HiRE: High Recall Approximate Top-k Estimation for Efficient LLM Inference

Yashas Samaga B L^*, Yerram Varun^*, Chong You, Srinadh Bhojanapalli, Sanjiv Kumar, Prateek Jain, Praneeth Netrapalli

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FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts

Shubhankar Singh^*, Purvi Chaurasia^*, Yerram Varun, Pranshu Pandya, Vatsal Gupta, Vivek Gupta, and Dan Roth

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Accepted to Findings of ACL 2024

Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning

Yerram Varun, Aayush Sharma, Vivek Gupta

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Best Paper Award @ DeeLIO, ACL 2022

Provably High Degree Polynomial Representation Learning with Neural Networks

Rahul Madhavan, Yerram Varun

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Accepted to ICOMP 2024

Extraction and Calculation of Roadway Area from Satellite Images Using Improved Deep Learning Model and Post-Processing

Yerram Varun, Hiroyuki Takeshita, Yuji Iwahori, Yoshitsugu Hayashi, M. K. Bhuyan, Shinji Fukui, Boonserm Kijsirikul, Aili Wang

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Accepted to Journal of Imaging, MDPI