| Target-sensitive memory networks for aspect sentiment classification S Wang, S Mazumder, B Liu, M Zhou, Y Chang Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 192 | 2018 |
| Lifelong and Continual Learning Dialogue Systems: Learning during Conversation B Liu, S Mazumder Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021 | 52 | 2021 |
| Context-aware path ranking for knowledge base completion S Mazumder, B Liu Proceedings of the 26th International Joint Conference on Artificial …, 2017 | 41 | 2017 |
| Entity-aware dependency-based deep graph attention network for comparative preference classification N Ma, S Mazumder, H Wang, B Liu Proceedings of Annual Meeting of the Association for Computational …, 2020 | 40 | 2020 |
| Towards a continuous knowledge learning engine for chatbots S Mazumder, N Ma, B Liu arXiv preprint arXiv:1802.06024, 2018 | 38 | 2018 |
| Lifelong and Interactive Learning of Factual Knowledge in Dialogues S Mazumder, B Liu, S Wang, N Ma Proceedings of the 20th Annual Meeting of the Special Interest Group on …, 2019 | 36 | 2019 |
| Lifelong learning memory networks for aspect sentiment classification S Wang, G Lv, S Mazumder, G Fei, B Liu Proceedings of 2018 IEEE International Conference on Big Data (Big Data …, 2018 | 29 | 2018 |
| AI Autonomy: Self-Initiated Open-World Continual Learning and Adaptation B Liu, S Mazumder, E Robertson, S Grigsby AI Magazine 44 (2), 185-199, 2023 | 21* | 2023 |
| FLIN: A Flexible Natural Language Interface for Web Navigation S Mazumder, O Riva Proceedings of the North American Chapter of the Association for …, 2021 | 21 | 2021 |
| An Application-Independent Approach to Building Task-Oriented Chatbots with Interactive Continual Learning S Mazumder, B Liu, S Wang, S Esmaeilpour NeurIPS-2020 Workshop on Human in the Loop Dialogue Systems (HLDS @ NeurIPS …, 2020 | 16* | 2020 |
| News headlines: What they can tell us? S Mazumder, B Bishnoi, D Patel Proceedings of the 6th IBM Collaborative Academia Research Exchange …, 2014 | 13 | 2014 |
| Semantic Novelty Detection in Natural Language Descriptions N Ma, A Politowicz, S Mazumder, J Chen, B Liu, E Robertson, S Grigsby Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 12 | 2021 |
| Action permissibility in deep reinforcement learning and application to autonomous driving S Mazumder, B Liu, S Wang, Y Zhu, L Liu, J Li KDD'18 Deep Learning Day, 2018 | 11* | 2018 |
| Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning S Wang, M Zhou, S Mazumder, B Liu, Y Chang New Frontiers in Mining Complex Patterns: 8th International Workshop, NFMCP …, 2020 | 10* | 2020 |
| Generation of sufficient cut points to discretize network traffic data sets S Mazumder, T Sharma, R Mitra, N Sengupta, J Sil Swarm, Evolutionary, and Memetic Computing: Third International Conference …, 2012 | 9 | 2012 |
| Bayes-enhanced Lifelong Attention Networks for Sentiment Classification H Wang, S Wang, S Mazumder, B Liu, Y Yang, T Li Proceedings of the 28th International Conference on Computational …, 2020 | 8 | 2020 |
| Continuous and Interactive Factual Knowledge Learning in Verification Dialogues S Mazumder, B Liu, N Ma, S Wang NeurIPS-2020 Workshop on Human And Machine in-the-Loop Evaluation and …, 2020 | 8 | 2020 |
| Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon S Wang, G Lv, S Mazumder, B Liu Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021 | 5 | 2021 |
| A Knowledge-Driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining J Chen, S Wang, S Mazumder, B Liu Findings of the Association for Computational Linguistics: EMNLP 2020, 1616–1626, 2020 | 5 | 2020 |
| Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue H Su, SH Kumar, S Mazumder, W Chen, R Manuvinakurike, E Okur, ... Proceedings of the 3rd DialDoc Workshop co-located with ACL, 2023 | 4 | 2023 |
Bing LiuDistinguished Professor, University of Illinois at ChicagoVerified email at uic.edu
