Mirostat: A neural text decoding algorithm that directly controls perplexity S Basu, GS Ramachandran, NS Keskar, LR Varshney arXiv preprint arXiv:2007.14966, 2020 | 53 | 2020 |
Systems and methods for named entity recognition GS Ramachandran, M Machado, S Harinath, ZHU Linwei, XUE Yufan, ... US Patent 11,436,481, 2022 | 39 | 2022 |
Determining Intent from Unstructured Input to Update Heterogeneous Data Stores GS Ramachandran, S Harinath, A Sharma, JM Soumet, M Machado, ... US Patent App. 16/134,959, 2020 | 36 | 2020 |
Identifying entities in semi-structured content GS Ramachandran, H Mustafa US Patent 10,353,905, 2019 | 36 | 2019 |
User trust scores based on registration features A Jagota, G Haardt, GS Ramachandran, S Georgiev, MF Fuchs US Patent App. 14/548,027, 2016 | 23 | 2016 |
Associating job responsibilities with job titles AK Jagota, GS Ramachandran, H Mustafa US Patent 10,614,393, 2020 | 15 | 2020 |
Causal-aware safe policy improvement for task-oriented dialogue GS Ramachandran, K Hashimoto, C Xiong arXiv preprint arXiv:2103.06370, 2021 | 14 | 2021 |
Collaboration of ai agents via cooperative multi-agent deep reinforcement learning N Balachandar, J Dieter, GS Ramachandran arXiv preprint arXiv:1907.00327, 2019 | 10 | 2019 |
GAEA: Graph augmentation for equitable access via reinforcement learning GS Ramachandran, I Brugere, LR Varshney, C Xiong Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 884-894, 2021 | 9 | 2021 |
Transforming columns from source files to target files GS Ramachandran, AK Jagota, KK Koneti, P Nachnani US Patent App. 14/840,547, 2017 | 9 | 2017 |
Mirostat: A perplexity-controlled neural text decoding algorithm S Basu, GS Ramachandran, NS Keskar, LR Varshney arXiv preprint arXiv:2007.14966, 2020 | 8 | 2020 |
Contact recommendations based on purchase history A Jagota, G Haardt, GS Ramachandran, L Ming, M Fuchs, G Vitchev, ... US Patent 10,354,264, 2019 | 8 | 2019 |
Systems and methods for distilled BERT-based training model for text classification W Liu, KC Au, S Harinath, B McCann, GS Ramachandran, A Roos, ... US Patent 11,922,303, 2024 | 7 | 2024 |
Ask me even more: dynamic memory tensor networks (extended model) GS Ramachandran, A Sohmshetty arXiv preprint arXiv:1703.03939, 2017 | 5 | 2017 |
Systems and methods for safe policy improvement for task oriented dialogues GS Ramachandran, K Hashimoto, C Xiong, R Socher US Patent 11,922,305, 2024 | 3 | 2024 |
System and method for graph-based resource allocation using neural networks GS Ramachandran, I Brugere, L Varshney, C Xiong US Patent App. 16/950,853, 2021 | 2 | 2021 |
Systems and methods for out-of-distribution classification GS Ramachandran, KC Au, S Harinath, W Liu, A Roos, C Xiong US Patent 11,537,899, 2022 | 1 | 2022 |
Systems and methods for out-of-distribution classification GS Ramachandran, KC Au, S Harinath, W Liu, A Roos, C Xiong US Patent 11,481,636, 2022 | 1 | 2022 |
Systems and methods for safe policy improvement for task oriented dialogues GS Ramachandran, K Hashimoto, C Xiong, R Socher US Patent App. 17/500,855, 2022 | 1 | 2022 |
Reinforcement learning based group testing LR Varshney, Y Zhou, C Xiong, GS Ramachandran US Patent 12,066,910, 2024 | | 2024 |