Deepanway Ghosal
Deepanway Ghosal
SUTD Singapore
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DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
D Ghosal, N Majumder, S Poria, N Chhaya, A Gelbukh
EMNLP 2019, 2019
Classification of fashion article images using convolutional neural networks
S Bhatnagar, D Ghosal, MH Kolekar
ICIIP 2017, 2017
A multilayer perceptron based ensemble technique for fine-grained financial sentiment analysis
MS Akhtar, A Kumar, D Ghosal, A Ekbal, P Bhattacharyya
EMNLP 2017, 2017
Contextual inter-modal attention for multi-modal sentiment analysis
D Ghosal, MS Akhtar, D Chauhan, S Poria, A Ekbal, P Bhattacharyya
EMNLP 2018, 2018
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis
MS Akhtar, DS Chauhan, D Ghosal, S Poria, A Ekbal, P Bhattacharyya
NAACL 2019, 2019
IITP at SemEval-2017 task 5: an ensemble of deep learning and feature based models for financial sentiment analysis
D Ghosal, S Bhatnagar, MS Akhtar, A Ekbal, P Bhattacharyya
SemEval, ACL 2017, 2017
All-in-one: Emotion, sentiment and intensity prediction using a multi-task ensemble framework
S Akhtar, D Ghosal, A Ekbal, P Bhattacharyya, S Kurohashi
IEEE Transactions on Affective Computing, 2019
Music Genre Recognition Using Deep Neural Networks and Transfer Learning.
D Ghosal, MH Kolekar
Interspeech 2018, 2018
A multi-task ensemble framework for emotion, sentiment and intensity prediction
MS Akhtar, D Ghosal, A Ekbal, P Bhattacharyya, S Kurohashi
arXiv preprint arXiv:1808.01216, 2018
Kingdom: Knowledge guided domain adaptation for sentiment analysis
D Ghosal, D Hazarika, N Majumder, A Roy, S Poria, R Mihalcea
ACL 2020, 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
D Ghosal, N Majumder, A Gelbukh, R Mihalcea, S Poria
EMNLP 2020 Findings, 2020
MIME: MIMicking Emotions for Empathetic Response Generation
N Majumder, P Hong, S Peng, J Lu, D Ghosal, A Gelbukh, R Mihalcea, ...
EMNLP 2020, 2020
Deep ensemble model with the fusion of character, word and lexicon level information for emotion and sentiment prediction
D Ghosal, MS Akhtar, A Ekbal, P Bhattacharyya
ICONIP 2018, 2018
Recognizing Emotion Cause in Conversations
S Poria, N Majumder, D Hazarika, D Ghosal, R Bhardwaj, SYB Jian, ...
arXiv preprint arXiv:2012.11820, 2020
Utterance-level dialogue understanding: An empirical study
D Ghosal, N Majumder, R Mihalcea, S Poria
ACL 2021 Findings, 2020
Improving Zero Shot Learning Baselines with Commonsense Knowledge
A Roy, D Ghosal, E Cambria, N Majumder, R Mihalcea, S Poria
arXiv preprint arXiv:2012.06236, 2020
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
D Ghosal, P Hong, S Shen, N Majumder, R Mihalcea, S Poria
SIGDIAL 2021, 2021
Persuasive Dialogue Understanding: the Baselines and Negative Results
H Chen, D Ghosal, N Majumder, A Hussain, S Poria
Neurocomputing 2021, 2020
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