| 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 | 449 | 2020 |
| Graph regularized transductive classification on heterogeneous information networks M Ji, Y Sun, M Danilevsky, J Han, J Gao Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010 | 321 | 2010 |
| Ranking-based classification of heterogeneous information networks M Ji, J Han, M Danilevsky Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 258 | 2011 |
| Active learning for BERT: an empirical study LE Dor, A Halfon, A Gera, E Shnarch, L Dankin, L Choshen, M Danilevsky, ... Proceedings of the 2020 conference on empirical methods in natural language …, 2020 | 231 | 2020 |
| A phrase mining framework for recursive construction of a topical hierarchy C Wang, M Danilevsky, N Desai, Y Zhang, P Nguyen, T Taula, J Han Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 124 | 2013 |
| Large-scale spectral clustering on graphs J Liu, C Wang, M Danilevsky, J Han Twenty-third international joint conference on artificial intelligence, 2013 | 103 | 2013 |
| Generating high quality proposition banks for multilingual semantic role labeling A Akbik, L Chiticariu, M Danilevsky, Y Li, S Vaithyanathan, H Zhu Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015 | 92 | 2015 |
| The joint inference of topic diffusion and evolution in social communities CX Lin, Q Mei, J Han, Y Jiang, M Danilevsky 2011 IEEE 11th International Conference on Data Mining, 378-387, 2011 | 81 | 2011 |
| Automatic construction and ranking of topical keyphrases on collections of short documents M Danilevsky, C Wang, N Desai, X Ren, J Guo, J Han Proceedings of the 2014 SIAM International Conference on Data Mining, 398-406, 2014 | 80 | 2014 |
| Constructing topical hierarchies in heterogeneous information networks C Wang, J Liu, N Desai, M Danilevsky, J Han Knowledge and Information Systems 44, 529-558, 2015 | 58 | 2015 |
| Facilitating knowledge sharing from domain experts to data scientists for building nlp models S Park, AY Wang, B Kawas, QV Liao, D Piorkowski, M Danilevsky Proceedings of the 26th International Conference on Intelligent User …, 2021 | 54 | 2021 |
| Clustering in the creative industries: Insights from the origins of computer software M Campbell-Kelly, M Danilevsky, DD Garcia-Swartz, S Pederson Industry and Innovation 17 (3), 309-329, 2010 | 48 | 2010 |
| SparkBench: a spark benchmarking suite characterizing large-scale in-memory data analytics M Li, J Tan, Y Wang, L Zhang, V Salapura Cluster Computing 20, 2575-2589, 2017 | 47 | 2017 |
| Semeval-2021 task 9: Fact verification and evidence finding for tabular data in scientific documents (sem-tab-facts) NXR Wang, D Mahajan, M Danilevsky, S Rosenthal arXiv preprint arXiv:2105.13995, 2021 | 45 | 2021 |
| ACES: promoting empathy towards aphasia through language distortion emulation software J Hailpern, M Danilevsky, A Harris, K Karahalios, G Dell, J Hengst Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2011 | 45 | 2011 |
| Eventcube: multi-dimensional search and mining of structured and text data F Tao, KH Lei, J Han, CX Zhai, X Cheng, M Danilevsky, N Desai, B Ding, ... Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 36 | 2013 |
| A method to accelerate human in the loop clustering A Coden, M Danilevsky, D Gruhl, L Kato, M Nagarajan Proceedings of the 2017 SIAM International Conference on Data Mining, 237-245, 2017 | 30 | 2017 |
| 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 | 26 | 2021 |
| Systemt: Declarative text understanding for enterprise L Chiticariu, M Danilevsky, Y Li, F Reiss, H Zhu Proceedings of the 2018 conference of the north American chapter of the …, 2018 | 23 | 2018 |
| Kert: Automatic extraction and ranking of topical keyphrases from content-representative document titles M Danilevsky, C Wang, N Desai, J Guo, J Han arXiv preprint arXiv:1306.0271, 2013 | 22 | 2013 |
