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Kun Qian
Kun Qian
Adobe; ex-Apple-Amazon-IBM Research, UCSC Alumni
Adresse e-mail validée de apple.com - Page d'accueil
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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
5192020
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
1872019
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
1272021
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
1022017
A prediction model for vehicle sideslip angle based on neural network
X Du, H Sun, K Qian, Y Li, L Lu
2010 2nd IEEE International Conference on Information and Financial …, 2010
342010
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
332021
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
302018
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
272020
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
262019
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
262017
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
242021
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
232023
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
172020
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
172019
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
112018
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
102020
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
102018
Xait: An interactive website for explainable ai for text
E Oduor, K Qian, Y Li, L Popa
Companion Proceedings of the 25th International Conference on Intelligent …, 2020
72020
Current market top business scopes trend—a concurrent text and time series active learning study of nasdaq and nyse stocks from 2012 to 2017
X Du, L Deng, K Qian
Applied Sciences 8 (5), 751, 2018
72018
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
62024
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