| BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation J Dhamala, T Sun, V Kumar, S Krishna, Y Pruksachatkun, KW Chang, ... Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021 | 365 | 2021 |
| Fednlp: Benchmarking federated learning methods for natural language processing tasks BY Lin, C He, Z Zeng, H Wang, Y Huang, C Dupuy, R Gupta, ... arXiv preprint arXiv:2104.08815, 2021 | 187* | 2021 |
| Multimodal prediction of affective dimensions and depression in human-computer interactions R Gupta, N Malandrakis, B Xiao, T Guha, M Van Segbroeck, MP Black, ... Proceedings of the 4th International Workshop on Audio/Visual Emotion …, 2014 | 128 | 2014 |
| Adversarial Auto-Encoders for Speech Based Emotion Recognition S Sahu, R Gupta, G Sivaraman, W AbdAlmageed, C Espy-Wilson Proc. Interspeech 2017, 1243-1247, 2017 | 112 | 2017 |
| On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations Y Trista Cao, Y Pruksachatkun, KW Chang, R Gupta, V Kumar, J Dhamala, ... arXiv e-prints, arXiv: 2203.13928, 2022 | 93* | 2022 |
| AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model S Soltan, S Ananthakrishnan, J FitzGerald, R Gupta, W Hamza, H Khan, ... arXiv preprint arXiv:2208.01448, 2022 | 87 | 2022 |
| On Enhancing Speech Emotion Recognition using Generative Adversarial Networks S Sahu, R Gupta, C Espy-Wilson arXiv preprint arXiv:1806.06626, 2018 | 78 | 2018 |
| Pathological speech processing: State-of-the-art, current challenges, and future directions R Gupta, T Chaspari, J Kim, N Kumar, D Bone, S Narayanan 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 66 | 2016 |
| Techniques for generating machine learning training data A Dutta, R Gupta, S Chakraborty, DK Dhanasekaran, DK Nayak, A Sinha US Patent 10,339,470, 2019 | 56 | 2019 |
| Privacy in the Time of Language Models C Peris, C Dupuy, J Majmudar, R Parikh, S Smaili, R Zemel, R Gupta Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 54 | 2023 |
| “I’m fully who I am”: Towards centering transgender and non-binary voices to measure biases in open language generation A Ovalle, P Goyal, J Dhamala, Z Jaggers, KW Chang, A Galstyan, ... Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 52 | 2023 |
| Paralinguistic event detection from speech using probabilistic time-series smoothing and masking. R Gupta, K Audhkhasi, S Lee, S Narayanan Interspeech, 173-177, 2013 | 52 | 2013 |
| Fedmultimodal: A benchmark for multimodal federated learning T Feng, D Bose, T Zhang, R Hebbar, A Ramakrishna, R Gupta, M Zhang, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 50* | 2023 |
| Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal U Gupta, J Dhamala, V Kumar, A Verma, Y Pruksachatkun, S Krishna, ... arXiv preprint arXiv:2203.12574, 2022 | 49 | 2022 |
| ADePT: Auto-encoder based Differentially Private Text Transformation S Krishna, R Gupta, C Dupuy arXiv preprint arXiv:2102.01502, 2021 | 49 | 2021 |
| FLIRT: Feedback Loop In-context Red Teaming N Mehrabi, P Goyal, C Dupuy, Q Hu, S Ghosh, R Zemel, KW Chang, ... arXiv preprint arXiv:2308.04265, 2023 | 47 | 2023 |
| An Efficient DP-SGD Mechanism for Large Scale NLU Models C Dupuy, R Arava, R Gupta, A Rumshisky ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 47 | 2022 |
| Evaluating Large Language Models on Controlled Generation Tasks J Sun, Y Tian, W Zhou, N Xu, Q Hu, R Gupta, JF Wieting, N Peng, X Ma arXiv preprint arXiv:2310.14542, 2023 | 46 | 2023 |
| SCL-UMD at the Medico Task-MediaEval 2017: Transfer Learning based Classification of Medical Images. T Agrawal, R Gupta, S Sahu, CY Espy-Wilson MediaEval 17, 13-15, 2017 | 45 | 2017 |
| Data augmentation for low resource sentiment analysis using generative adversarial networks R Gupta ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 44 | 2019 |
Shrikanth (Shri) NarayananUniversity Professor and Niki & Max Nikias Chair in Engineering, University of Southern CaliforniaE-mail megerősítve itt: sipi.usc.edu