| A survey of the state of explainable AI for natural language processing M Danilevsky, K Qian, R Aharonov, Y Katsis, B Kawas, P Sen arXiv preprint arXiv:2010.00711, 2020 | 668 | 2020 |
| Low-resource deep entity resolution with transfer and active learning J Kasai, K Qian, S Gurajada, Y Li, L Popa arXiv preprint arXiv:1906.08042, 2019 | 202 | 2019 |
| Who needs to know what, when?: Broadening the Explainable AI (XAI) Design Space by Looking at Explanations Across the AI Lifecycle S Dhanorkar, CT Wolf, K Qian, A Xu, L Popa, Y Li Proceedings of the 2021 ACM Designing Interactive Systems Conference, 1591-1602, 2021 | 169 | 2021 |
| Active learning for large-scale entity resolution K Qian, L Popa, P Sen Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017 | 109 | 2017 |
| FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge FF Bayat, K Qian, B Han, Y Sang, A Belyi, S Khorshidi, F Wu, IF Ilyas, Y Li EMNLP 2023, 2023 | 47 | 2023 |
| XNLP: A living survey for XAI research in natural language processing K Qian, M Danilevsky, Y Katsis, B Kawas, E Oduor, L Popa, Y Li Companion Proceedings of the 26th International Conference on Intelligent …, 2021 | 45 | 2021 |
| Explainability for natural language processing M Danilevsky, S Dhanorkar, Y Li, L Popa, K Qian, A Xu Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & data …, 2021 | 33 | 2021 |
| Active learning of GAV schema mappings B Ten Cate, PG Kolaitis, K Qian, WC Tan Proceedings of the 37th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2018 | 33 | 2018 |
| Systemer: A human-in-the-loop system for explainable entity resolution K Qian, L Popa, P Sen Proceedings of the VLDB Endowment 12 (12), 1794-1797, 2019 | 32 | 2019 |
| Answering complex questions by combining information from curated and extracted knowledge bases N Bhutani, X Zheng, K Qian, Y Li, H Jagadish Proceedings of the first workshop on natural language interfaces, 1-10, 2020 | 30 | 2020 |
| Approximation algorithms for schema-mapping discovery from data examples BT Cate, PG Kolaitis, K Qian, WC Tan ACM Transactions on Database Systems (TODS) 42 (2), 1-41, 2017 | 30 | 2017 |
| Learning-based methods with human-in-the-loop for entity resolution S Gurajada, L Popa, K Qian, P Sen Proceedings of the 28th ACM International Conference on Information and …, 2019 | 21 | 2019 |
| Learning structured representations of entity names using active learning and weak supervision K Qian, PC Raman, Y Li, L Popa arXiv preprint arXiv:2011.00105, 2020 | 19 | 2020 |
| Partner: Human-in-the-loop entity name understanding with deep learning K Qian, PC Raman, Y Li, L Popa Proceedings of the AAAI Conference on Artificial Intelligence 34 (09), 13634 …, 2020 | 12 | 2020 |
| Time sensitive knowledge editing through efficient finetuning X Ge, A Mousavi, E Grave, A Joulin, K Qian, B Han, M Arefiyan, Y Li arXiv preprint arXiv:2406.04496, 2024 | 11 | 2024 |
| Evaluation and continual improvement for an enterprise AI assistant A Maharaj, K Qian, U Bhattacharya, S Fang, H Galatanu, M Garg, ... Proceedings of the Fifth Workshop on Data Science with Human-in-the-Loop …, 2024 | 11 | 2024 |
| Exploiting structure in representation of named entities using active learning N Bhutani, K Qian, Y Li, HV Jagadish, M Hernandez, M Vasa Proceedings of the 27th International Conference on Computational …, 2018 | 11 | 2018 |
| Lustre: An interactive system for entity structured representation and variant generation K Qian, N Bhutani, Y Li, HV Jagadish, M Hernandez 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1613-1616, 2018 | 10 | 2018 |
| Low-resource entity resolution with transfer learning J Kasai, K Qian, S Gurajada, Y Li, L Popa US Patent 11,875,253, 2024 | 9 | 2024 |
| APE: Active learning-based tooling for finding informative few-shot examples for LLM-based entity matching K Qian, Y Sang, F Bayat, A Belyi, X Chu, Y Govind, S Khorshidi, R Khot, ... Proceedings of the Fifth Workshop on Data Science with Human-in-the-Loop …, 2024 | 8 | 2024 |
Lucian PopaIBM Almaden Research CenterVerified email at us.ibm.com
