Multilingual code-switching for zero-shot cross-lingual intent prediction and slot filling J Krishnan, A Anastasopoulos, H Purohit, H Rangwala Multilingual Representation Learning @ EMNLP, 2021 | 35 | 2021 |
Cross-Lingual Text Classification of Transliterated Hindi and Malayalam J Krishnan, A Anastasopoulos, H Purohit, H Rangwala IEEE Big Data 2022, 2022 | 13 | 2022 |
SEVA: A Systems Engineer's Virtual Assistant. J Krishnan, P Coronado, T Reed AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2019 | 12 | 2019 |
Unsupervised and interpretable domain adaptation to rapidly filter tweets for emergency services J Krishnan, H Purohit, H Rangwala IEEE/ACM international conference on advances in social networks analysis …, 2020 | 11* | 2020 |
Smartave: Structured multimodal transformer for product attribute value extraction Q Wang, L Yang, J Wang, J Krishnan, B Dai, S Wang, Z Xu, M Khabsa, ... Findings of the Association for Computational Linguistics: EMNLP 2022, 263-276, 2022 | 9 | 2022 |
Diversity-based generalization for neural unsupervised text classification under domain shift J Krishnan, H Purohit, H Rangwala [ECML-PKDD] Joint European Conference on Machine Learning and Knowledge …, 2020 | 9* | 2020 |
Attention Realignment and Pseudo-Labelling for Interpretable Cross-Lingual Classification of Crisis Tweets J Krishnan, H Purohit, H Rangwala Knowledge-infused Mining and Learning @ KDD, 2020 | 4 | 2020 |
Common-knowledge concept recognition for SEVA J Krishnan, P Coronado, H Purohit, H Rangwala AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering, 2020 | 3 | 2020 |
Representation Deficiency in Masked Language Modeling Y Meng, J Krishnan, S Wang, Q Wang, Y Mao, H Fang, M Ghazvininejad, ... ICLR 2024 - Twelfth International Conference on Learning Representations, 2024 | 1 | 2024 |
Homicidal Event Forecasting and Interpretable Analysis Using Hierarchical Attention Model A Acharya, J Krishnan, D Arias, H Rangwala Social, Cultural, and Behavioral Modeling: 13th International Conference …, 2020 | 1 | 2020 |
Unsupervised Cross-Domain and Cross-Lingual Methods for Text Classification, Slot-Filling, and Question-Answering J Krishnan George Mason University, 2021 | | 2021 |