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Mauajama Firdaus
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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
522021
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
502020
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
462020
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
352019
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
312019
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
282019
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
272022
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
272018
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
212020
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
202018
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
182022
Multitask learning for multilingual intent detection and slot filling in dialogue systems
M Firdaus, A Ekbal, E Cambria
Information Fusion 91, 299-315, 2023
172023
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
172022
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
172020
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
172020
Predicting politeness variations in goal-oriented conversations
K Mishra, M Firdaus, A Ekbal
IEEE Transactions on Computational Social Systems, 2022
162022
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
152022
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
152021
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
152020
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
142021
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