Emergency communication system with Docker containers, OSM and Rsync
Kumar Pentyala, Shiva
Published in 2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) (01.08.2017)
Published in 2017 International Conference On Smart Technologies For Smart Nation (SmartTechCon) (01.08.2017)
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Conference Proceeding
UNA: Unifying Alignments of RLHF/PPO, DPO and KTO by a Generalized Implicit Reward Function
Wang, Zhichao, Bi, Bin, Huang, Can, Pentyala, Shiva Kumar, Zhu, Zixu James, Asur, Sitaram, Cheng, Na Claire
Year of Publication 27.08.2024
Year of Publication 27.08.2024
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Journal Article
PAFT: A Parallel Training Paradigm for Effective LLM Fine-Tuning
Pentyala, Shiva Kumar, Wang, Zhichao, Bi, Bin, Ramnath, Kiran, Mao, Xiang-Bo, Radhakrishnan, Regunathan, Asur, Sitaram, Na, Cheng
Year of Publication 25.06.2024
Year of Publication 25.06.2024
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Journal Article
A Comprehensive Survey of LLM Alignment Techniques: RLHF, RLAIF, PPO, DPO and More
Wang, Zhichao, Bi, Bin, Pentyala, Shiva Kumar, Ramnath, Kiran, Chaudhuri, Sougata, Mehrotra, Shubham, Zixu, Zhu, Mao, Xiang-Bo, Asur, Sitaram, Na, Cheng
Year of Publication 23.07.2024
Year of Publication 23.07.2024
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Journal Article
SYSTEMS AND METHODS FOR PROVIDING AN AUTOMATED TESTING PIPELINE FOR NEURAL NETWORK MODELS
PENTYALA, Shiva Kumar, HARINATH, Shashank, ASUR, Sitaram, ALEXANDER, Zachary
Year of Publication 18.07.2024
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Year of Publication 18.07.2024
Patent
Hierarchical natural language understanding systems
Chadha, Ankit, Liu, Johnson, Soumet, Jean-Marc, Pentyala, Shiva Kumar, Harinath, Shashank, Bhagavath, Shilpa
Year of Publication 23.01.2024
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Year of Publication 23.01.2024
Patent
PAFT: A Parallel Training Paradigm for Effective LLM Fine-Tuning
Pentyala, Shiva Kumar, Wang, Zhichao, Bi, Bin, Ramnath, Kiran, Xiang-Bo Mao, Radhakrishnan, Regunathan, Asur, Sitaram, Na, Cheng
Published in arXiv.org (25.06.2024)
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Published in arXiv.org (25.06.2024)
Paper
Intelligent training set augmentation for natural language processing tasks
Gupta, Mridul, Chadha, Ankit, Socher, Richard, Iyer, Indira, Pentyala, Shiva Kumar
Year of Publication 07.03.2023
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Year of Publication 07.03.2023
Patent
HIERARCHICAL NATURAL LANGUAGE UNDERSTANDING SYSTEMS
Chadha, Ankit, Liu, Johnson, Soumet, Jean-Marc, Pentyala, Shiva Kumar, Harinath, Shashank, Bhagavath, Shilpa
Year of Publication 04.08.2022
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Year of Publication 04.08.2022
Patent
MACHINE LEARNING BASED NAMED ENTITY RECOGNITION FOR NATURAL LANGUAGE PROCESSING
Gupta, Mridul, Singh, Gurkirat, Chadha, Ankit, Barot, Suhail Sanjiv, Pentyala, Shiva Kumar, Liu, Jingyuan, Sharma, Abhishek
Year of Publication 14.07.2022
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Year of Publication 14.07.2022
Patent
Intelligent Training Set Augmentation for Natural Language Processing Tasks
Gupta, Mridul, Chadha, Ankit, Socher, Richard, Iyer, Indira, Pentyala, Shiva Kumar
Year of Publication 03.03.2022
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Year of Publication 03.03.2022
Patent