| Deep Entity Matching with Pre-Trained Language Models Y Li, J Li, Y Suhara, AH Doan, WC Tan VLDB 2021, 2021 | 613 | 2021 |
| Measuring the predictability of life outcomes with a scientific mass collaboration MJ Salganik, I Lundberg, AT Kindel, CE Ahearn, K Al-Ghoneim, ... Proceedings of the National Academy of Sciences 117 (15), 8398-8403, 2020 | 415 | 2020 |
| Driver behavior profiling: An investigation with different smartphone sensors and machine learning J Ferreira, E Carvalho, BV Ferreira, C de Souza, Y Suhara, A Pentland, ... PLoS one 12 (4), e0174959, 2017 | 364 | 2017 |
| DeepMood: Forecasting Depressed Mood Based on Self-reported Histories via Recurrent Neural Networks Y Suhara, Y Xu, AS Pentland Proceedings of the 26th International Conference on World Wide Web, 715-724, 2017 | 227 | 2017 |
| Sato: Contextual Semantic Type Detection in Tables D Zhang, Y Suhara, J Li, M Hulsebos, Ç Demiralp, WC Tan PVLDB 2020, 2020 | 221 | 2020 |
| Annotating Columns with Pre-trained Language Models Y Suhara, J Li, Y Li, D Zhang, Ç Demiralp, C Chen, WC Tan SIGMOD 2022, 2022 | 184 | 2022 |
| Extractive opinion summarization in quantized transformer spaces S Angelidis, RK Amplayo, Y Suhara, X Wang, M Lapata Transactions of the Association for Computational Linguistics 9, 277-293, 2021 | 156 | 2021 |
| Large language models are inconsistent and biased evaluators R Stureborg, D Alikaniotis, Y Suhara arXiv preprint arXiv:2405.01724, 2024 | 111 | 2024 |
| Deep entity matching: Challenges and opportunities Y Li, J Li, Y Suhara, J Wang, W Hirota, WC Tan Journal of Data and Information Quality (JDIQ) 13 (1), 1-17, 2021 | 108 | 2021 |
| OpinionDigest: A Simple Framework for Opinion Summarization Y Suhara, X Wang, S Angelidis, WC Tan ACL 2020, 2020 | 96 | 2020 |
| Exploiting the use of recurrent neural networks for driver behavior profiling E Carvalho, BV Ferreira, J Ferreira, C De Souza, HV Carvalho, Y Suhara, ... 2017 international joint conference on neural networks (IJCNN), 3016-3021, 2017 | 90 | 2017 |
| LLM Pruning and Distillation in Practice: The Minitron Approach ST Sreenivas, S Muralidharan, R Joshi, M Chochowski, ... arXiv e-prints, arXiv: 2408.11796, 2024 | 82 | 2024 |
| HappyDB: A corpus of 100,000 crowdsourced happy moments A Asai, S Evensen, B Golshan, A Halevy, V Li, A Lopatenko, D Stepanov, ... LREC 2018, 2018 | 66 | 2018 |
| Behavioral attributes and financial churn prediction E Kaya, X Dong, Y Suhara, S Balcisoy, B Bozkaya, A Pentland EPJ Data Science 7 (1), 41, 2018 | 65 | 2018 |
| Hymba: A hybrid-head architecture for small language models X Dong, Y Fu, S Diao, W Byeon, Z Chen, AS Mahabaleshwarkar, SY Liu, ... arXiv preprint arXiv:2411.13676, 2024 | 64 | 2024 |
| Llama-nemotron: Efficient reasoning models A Bercovich, I Levy, I Golan, M Dabbah, R El-Yaniv, O Puny, I Galil, ... arXiv preprint arXiv:2505.00949, 2025 | 59 | 2025 |
| Convex aggregation for opinion summarization H Iso, X Wang, Y Suhara, S Angelidis, WC Tan Findings of EMNLP 2021, 2021 | 54 | 2021 |
| Effective entity matching with transformers Y Li, J Li, Y Suhara, AH Doan, WC Tan The VLDB Journal 32 (6), 1215-1235, 2023 | 47 | 2023 |
| Social Bridges in Urban Purchase Behavior X Dong, Y Suhara, B Bozkaya, V Singh, B Lepri, A Pentland ACM Transactions on Intelligent Systems and Technolog 9 (3), 33:1--33:29, 2018 | 44 | 2018 |
| Comparative Opinion Summarization via Collaborative Decoding H Iso, X Wang, S Angelidis, Y Suhara Findings of ACL 2022, 2022 | 37 | 2022 |
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