| Knowledge vault: A web-scale approach to probabilistic knowledge fusion X Dong, E Gabrilovich, G Heitz, W Horn, N Lao, K Murphy, T Strohmann, ... Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014 | 2310 | 2014 |
| Never-ending learning T Mitchell, W Cohen, E Hruschka, P Talukdar, B Yang, J Betteridge, ... Communications of the ACM 61 (5), 103-115, 2018 | 1384 | 2018 |
| Random walk inference and learning in a large scale knowledge base N Lao, T Mitchell, W Cohen Proceedings of the 2011 conference on empirical methods in natural language …, 2011 | 856 | 2011 |
| Relational retrieval using a combination of path-constrained random walks N Lao, WW Cohen Machine learning 81, 53-67, 2010 | 774 | 2010 |
| Neural symbolic machines: Learning semantic parsers on freebase with weak supervision C Liang, J Berant, Q Le, KD Forbus, N Lao ACL 2017, 2016 | 478 | 2016 |
| Rarr: Researching and revising what language models say, using language models L Gao, Z Dai, P Pasupat, A Chen, AT Chaganty, Y Fan, VY Zhao, N Lao, ... arXiv preprint arXiv:2210.08726, 2022 | 246 | 2022 |
| Automated known problem diagnosis with event traces C Yuan, N Lao, JR Wen, J Li, Z Zhang, YM Wang, WY Ma ACM SIGOPS Operating Systems Review 40 (4), 375-388, 2006 | 240 | 2006 |
| Memory augmented policy optimization for program synthesis and semantic parsing C Liang, M Norouzi, J Berant, QV Le, N Lao Advances in Neural Information Processing Systems 31, 2018 | 175* | 2018 |
| On the opportunities and challenges of foundation models for geospatial artificial intelligence G Mai, W Huang, J Sun, S Song, D Mishra, N Liu, S Gao, T Liu, G Cong, ... arXiv preprint arXiv:2304.06798, 2023 | 150 | 2023 |
| A review of location encoding for GeoAI: methods and applications G Mai, K Janowicz, Y Hu, S Gao, B Yan, R Zhu, L Cai, N Lao International Journal of Geographical Information Science 36 (4), 639-673, 2022 | 135 | 2022 |
| Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells G Mai, K Janowicz, B Yan, R Zhu, L Cai, N Lao ICLR 2020, 2020 | 132 | 2020 |
| Fast query execution for retrieval models based on path-constrained random walks N Lao, WW Cohen Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010 | 117 | 2010 |
| Reading the web with learned syntactic-semantic inference rules N Lao, A Subramanya, F Pereira, W Cohen Proceedings of the 2012 Joint Conference on Empirical Methods in Natural …, 2012 | 103 | 2012 |
| Zhang X Yuan, N Lao, J Wen, J Li Wang, and W. Ma,“Automated known problem diagnosis with event traces …, 2006 | 101 | 2006 |
| SE‐KGE: A location‐aware Knowledge Graph Embedding model for Geographic Question Answering and Spatial Semantic Lifting G Mai, K Janowicz, L Cai, R Zhu, B Regalia, B Yan, M Shi, N Lao Transactions in GIS 24 (3), 623-655, 2020 | 94 | 2020 |
| Towards a foundation model for geospatial artificial intelligence (vision paper) G Mai, C Cundy, K Choi, Y Hu, N Lao, S Ermon Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 79 | 2022 |
| Probabilistic model for contextual retrieval JR Wen, N Lao, WY Ma Proceedings of the 27th annual international ACM SIGIR conference on …, 2004 | 77 | 2004 |
| Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages Y Hu, G Mai, C Cundy, K Choi, N Lao, W Liu, G Lakhanpal, RZ Zhou, ... International Journal of Geographical Information Science 37 (11), 2289-2318, 2023 | 74 | 2023 |
| Efficient inference and learning in a large knowledge base: Reasoning with extracted information using a locally groundable first-order probabilistic logic WY Wang, K Mazaitis, N Lao, WW Cohen Machine Learning 100, 101-126, 2015 | 71 | 2015 |
| Geographic question answering: challenges, uniqueness, classification, and future directions G Mai, K Janowicz, R Zhu, L Cai, N Lao AGILE: GIScience series 2, 8, 2021 | 65 | 2021 |
Gengchen MaiAssistant Professor of GIScience and GeoAI, University of Texas at Austin在 austin.utexas.edu 的电子邮件经过验证