A deep multi-task model for dialogue act classification, intent detection and slot filling M Firdaus, H Golchha, A Ekbal, P Bhattacharyya Cognitive Computation 13, 626-645, 2021 | 51 | 2021 |
MEISD: A multimodal multi-label emotion, intensity and sentiment dialogue dataset for emotion recognition and sentiment analysis in conversations M Firdaus, H Chauhan, A Ekbal, P Bhattacharyya Proceedings of the 28th international conference on computational …, 2020 | 49 | 2020 |
EmoSen: Generating sentiment and emotion controlled responses in a multimodal dialogue system M Firdaus, H Chauhan, A Ekbal, P Bhattacharyya IEEE Transactions on Affective Computing 13 (3), 1555-1566, 2020 | 45 | 2020 |
Courteously yours: Inducing courteous behavior in customer care responses using reinforced pointer generator network H Golchha, M Firdaus, A Ekbal, P Bhattacharyya Proceedings of the 2019 Conference of the North American Chapter of the …, 2019 | 34 | 2019 |
A multi-task hierarchical approach for intent detection and slot filling M Firdaus, A Kumar, A Ekbal, P Bhattacharyya Knowledge-Based Systems 183, 104846, 2019 | 30 | 2019 |
Ordinal and attribute aware response generation in a multimodal dialogue system H Chauhan, M Firdaus, A Ekbal, P Bhattacharyya Proceedings of the 57th annual meeting of the association for computational …, 2019 | 28 | 2019 |
Intent detection for spoken language understanding using a deep ensemble model M Firdaus, S Bhatnagar, A Ekbal, P Bhattacharyya PRICAI 2018: trends in artificial intelligence: 15th pacific rim …, 2018 | 27 | 2018 |
Please be polite: Towards building a politeness adaptive dialogue system for goal-oriented conversations K Mishra, M Firdaus, A Ekbal Neurocomputing 494, 242-254, 2022 | 26 | 2022 |
Spoken language understanding system and method using recurrent neural networks HM Wabgaonkar, S Sengupta, TR Ravilla, SG Patil, P Debnath, ... US Patent 10,679,613, 2020 | 21 | 2020 |
A deep learning based multi-task ensemble model for intent detection and slot filling in spoken language understanding M Firdaus, S Bhatnagar, A Ekbal, P Bhattacharyya Neural Information Processing: 25th International Conference, ICONIP 2018 …, 2018 | 20 | 2018 |
Empathetic persuasion: Reinforcing empathy and persuasiveness in dialogue systems AM Samad, K Mishra, M Firdaus, A Ekbal Findings of the Association for Computational Linguistics: NAACL 2022, 844-856, 2022 | 17 | 2022 |
Being polite: Modeling politeness variation in a personalized dialog agent M Firdaus, A Shandilya, A Ekbal, P Bhattacharyya IEEE Transactions on Computational Social Systems, 2022 | 16 | 2022 |
Predicting politeness variations in goal-oriented conversations K Mishra, M Firdaus, A Ekbal IEEE Transactions on Computational Social Systems, 2022 | 16 | 2022 |
Persona aware response generation with emotions M Firdaus, N Thangavelu, A Ekba, P Bhattacharyya 2020 International joint conference on neural networks (IJCNN), 1-8, 2020 | 16 | 2020 |
Incorporating politeness across languages in customer care responses: Towards building a multi-lingual empathetic dialogue agent M Firdaus, A Ekbal, P Bhattacharyya Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020 | 16 | 2020 |
Multitask learning for multilingual intent detection and slot filling in dialogue systems M Firdaus, A Ekbal, E Cambria Information Fusion 91, 299-315, 2023 | 14 | 2023 |
I enjoy writing and playing, do you: A Personalized and Emotion Grounded Dialogue Agent using Generative Adversarial Network M Firdaus, N Thangavelu, A Ekbal, P Bhattacharyya IEEE Transactions on Affective Computing, 2022 | 14 | 2022 |
More the merrier: Towards multi-emotion and intensity controllable response generation M Firdaus, H Chauhan, A Ekbal, P Bhattacharyya Proceedings of the AAAI Conference on Artificial Intelligence 35 (14), 12821 …, 2021 | 14 | 2021 |
Aspect-aware response generation for multimodal dialogue system M Firdaus, N Thakur, A Ekbal ACM Transactions on Intelligent Systems and Technology (TIST) 12 (2), 1-33, 2021 | 14 | 2021 |
Multidm-gcn: Aspect-guided response generation in multi-domain multi-modal dialogue system using graph convolutional network M Firdaus, N Thakur, A Ekbal Findings of the Association for Computational Linguistics: EMNLP 2020, 2318-2328, 2020 | 14 | 2020 |