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ORCIDSoujanya Poria
Person information
- affiliation: Singapore University of Technology and Design, Singapore
- affiliation (2017 - 2019): Nanyang Technological University, Singapore
- affiliation (PhD 2017): University of Stirling, UK
- affiliation: Jadavpur University, Kolkata, India
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2020 – today
- 2022
[j37]Shagun Uppal, Sarthak Bhagat
, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Multimodal research in vision and language: A review of current and emerging trends. Inf. Fusion 77: 149-171 (2022)- [c66]Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. ACL (Findings) 2022: 45-57 - [c65]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. ACL (1) 2022: 416-431 - [c64]Siqi Shen, Verónica Pérez-Rosas, Charles Welch, Soujanya Poria, Rada Mihalcea:
Knowledge Enhanced Reflection Generation for Counseling Dialogues. ACL (1) 2022: 3096-3107 - [c63]Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. ACL (1) 2022: 5010-5028 - [i57]Yew Ken Chia, Lidong Bing, Soujanya Poria, Luo Si:
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. CoRR abs/2203.09101 (2022) - [i56]Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR abs/2203.13926 (2022) - [i55]Abhinav Ramesh Kashyap, Devamanyu Hazarika, Min-Yen Kan, Roger Zimmermann, Soujanya Poria:
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer. CoRR abs/2205.04093 (2022) - 2021
- [j36]Soujanya Poria, Yew-Soon Ong, Bing Liu, Lidong Bing:
Affect Recognition for Multimodal Natural Language Processing. Cogn. Comput. 13(2): 229-230 (2021) - [j35]Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria:
Discriminative Dictionary Design for Action Classification in Still Images and Videos. Cogn. Comput. 13(3): 698-708 (2021) - [j34]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria:
Investigating Gender Bias in BERT. Cogn. Comput. 13(4): 1008-1018 (2021) - [j33]Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria:
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. Cogn. Comput. 13(5): 1215-1232 (2021) - [j32]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Pengfei Hong, Romila Ghosh, Abhinaba Roy, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea:
Recognizing Emotion Cause in Conversations. Cogn. Comput. 13(5): 1317-1332 (2021) - [j31]Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria:
Persuasive dialogue understanding: The baselines and negative results. Neurocomputing 431: 47-56 (2021) - [j30]Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea:
Conversational transfer learning for emotion recognition. Inf. Fusion 65: 1-12 (2021) - [j29]Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria:
Phonetic-enriched text representation for Chinese sentiment analysis with reinforcement learning. Inf. Fusion 70: 88-99 (2021) - [j28]Amir Hussain, Erik Cambria, Soujanya Poria, Ahmad Y. A. Hawalah, Francisco Herrera:
Information fusion for affective computing and sentiment analysis. Inf. Fusion 71: 97-98 (2021) - [c62]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy:
More Identifiable yet Equally Performant Transformers for Text Classification. ACL/IJCNLP (1) 2021: 1172-1182 - [c61]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. ACL/IJCNLP (Findings) 2021: 1435-1449 - [c60]Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria:
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM 2021: 3603-3607 - [c59]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) 2021: 8676-8686 - [c58]Wei Han, Hui Chen, Soujanya Poria:
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. EMNLP (1) 2021: 9180-9192 - [c57]Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria:
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI 2021: 6-15 - [c56]Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria:
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI 2021: 773-777 - [c55]Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. NAACL-HLT 2021: 1009-1021 - [c54]Tapas Nayak, Navonil Majumder, Soujanya Poria:
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. RANLP 2021: 1031-1039 - [c53]Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. SIGDIAL 2021: 301-313 - [c52]Hoang Van Nguyen, Francesco Gelli, Soujanya Poria:
DOZEN: Cross-Domain Zero Shot Named Entity Recognition with Knowledge Graph. SIGIR 2021: 1642-1646 - [i54]Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua:
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering. CoRR abs/2101.00774 (2021) - [i53]Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria:
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. CoRR abs/2103.16929 (2021) - [i52]Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CoRR abs/2106.00510 (2021) - [i51]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy:
More Identifiable yet Equally Performant Transformers for Text Classification. CoRR abs/2106.01269 (2021) - [i50]Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication. CoRR abs/2106.11791 (2021) - [i49]Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria:
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR abs/2107.13669 (2021) - [i48]Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria:
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR abs/2108.01260 (2021) - [i47]Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria:
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CoRR abs/2108.06107 (2021) - [i46]Tapas Nayak, Navonil Majumder, Soujanya Poria:
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. CoRR abs/2108.09689 (2021) - [i45]Wei Han, Hui Chen, Soujanya Poria:
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis. CoRR abs/2109.00412 (2021) - [i44]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. CoRR abs/2109.02247 (2021) - [i43]Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan:
PIP: Physical Interaction Prediction via Mental Imagery with Span Selection. CoRR abs/2109.04683 (2021) - [i42]Rishabh Bhardwaj, Tushar Vaidya, Soujanya Poria:
Federated Distillation of Natural Language Understanding with Confident Sinkhorns. CoRR abs/2110.02432 (2021) - 2020
- [j27]Tom Young, Vlad Pandelea, Soujanya Poria, Erik Cambria:
Dialogue systems with audio context. Neurocomputing 388: 102-109 (2020) - [j26]Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu:
Anaphora and coreference resolution: A review. Inf. Fusion 59: 139-162 (2020) - [j25]Frank Z. Xing, Soujanya Poria, Erik Cambria, Roy E. Welsch:
Social Media Marketing and Financial Forecasting. Inf. Process. Manag. 57(5): 102314 (2020) - [c51]Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. ACL 2020: 3198-3210 - [c50]Erik Cambria, Yang Li, Frank Z. Xing, Soujanya Poria, Kenneth Kwok:
SenticNet 6: Ensemble Application of Symbolic and Subsymbolic AI for Sentiment Analysis. CIKM 2020: 105-114 - [c49]AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French. EMNLP (1) 2020: 1801-1812 - [c48]Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) 2020: 2470-2481 - [c47]Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. EMNLP (1) 2020: 8968-8979 - [c46]Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria:
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. ACM Multimedia 2020: 1122-1131 - [i41]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea:
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. CoRR abs/2005.00357 (2020) - [i40]Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis. CoRR abs/2005.00791 (2020) - [i39]Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria:
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis. CoRR abs/2005.03545 (2020) - [i38]Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency:
Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR abs/2005.06607 (2020) - [i37]Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria:
Investigating Gender Bias in BERT. CoRR abs/2009.05021 (2020) - [i36]Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria:
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks. CoRR abs/2009.05092 (2020) - [i35]Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Utterance-level Dialogue Understanding: An Empirical Study. CoRR abs/2009.13902 (2020) - [i34]Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
MIME: MIMicking Emotions for Empathetic Response Generation. CoRR abs/2010.01454 (2020) - [i33]Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. CoRR abs/2010.02795 (2020) - [i32]Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Emerging Trends of Multimodal Research in Vision and Language. CoRR abs/2010.09522 (2020) - [i31]Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences. CoRR abs/2010.11985 (2020) - [i30]Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria:
Persuasive Dialogue Understanding: the Baselines and Negative Results. CoRR abs/2011.09954 (2020) - [i29]Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Improving Zero Shot Learning Baselines with Commonsense Knowledge. CoRR abs/2012.06236 (2020) - [i28]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea:
Recognizing Emotion Cause in Conversations. CoRR abs/2012.11820 (2020)
2010 – 2019
- 2019
- [j24]Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy:
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. IEEE Access 7: 100943-100953 (2019) - [j23]Tushar Maheshwari, Aishwarya N. Reganti, Soujanya Poria, Rada Mihalcea:
The Nitty-GRITties of Success: Computational Analysis of Grit From Language. IEEE Access 7: 179364-179372 (2019) - [j22]Erik Cambria, Soujanya Poria, Amir Hussain, Bing Liu:
Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial]. IEEE Comput. Intell. Mag. 14(2): 16-17 (2019) - [j21]Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh:
Sentiment and Sarcasm Classification With Multitask Learning. IEEE Intell. Syst. 34(3): 38-43 (2019) - [c45]Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria:
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. AAAI 2019: 6818-6825 - [c44]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea:
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. ACL (1) 2019: 527-536 - [c43]Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria:
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). ACL (1) 2019: 4619-4629 - [c42]Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh:
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. EMNLP/IJCNLP (1) 2019: 154-164 - [c41]Sandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, Hongyun Cai:
An Attention-Based Model for Learning Dynamic Interaction Networks. IJCNN 2019: 1-8 - [c40]Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. NAACL-HLT (1) 2019: 370-379 - [e1]Rada Mihalcea, Ekaterina Shutova, Lun-Wei Ku, Kilian Evang, Soujanya Poria:
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2019, Minneapolis, MN, USA, June 6-7, 2019. Association for Computational Linguistics 2019, ISBN 978-1-948087-93-3 [contents] - [i27]Haiyun Peng, Yukun Ma, Soujanya Poria, Yang Li, Erik Cambria:
Phonetic-enriched Text Representation for Chinese Sentiment Analysis with Reinforcement Learning. CoRR abs/1901.07880 (2019) - [i26]Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh:
Sentiment and Sarcasm Classification with Multitask Learning. CoRR abs/1901.08014 (2019) - [i25]Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy:
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. CoRR abs/1905.02947 (2019) - [i24]Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. CoRR abs/1905.05812 (2019) - [i23]Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria:
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper). CoRR abs/1906.01815 (2019) - [i22]Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander F. Gelbukh:
Variational Fusion for Multimodal Sentiment Analysis. CoRR abs/1908.06008 (2019) - [i21]Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh:
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. CoRR abs/1908.11540 (2019) - [i20]Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea:
Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling. CoRR abs/1910.04980 (2019) - [i19]Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency:
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. CoRR abs/1911.09783 (2019) - [i18]Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
Factorized Multimodal Transformer for Multimodal Sequential Learning. CoRR abs/1911.09826 (2019) - 2018
- [j20]Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria:
Recent Trends in Deep Learning Based Natural Language Processing [Review Article]. IEEE Comput. Intell. Mag. 13(3): 55-75 (2018) - [j19]Mauro Dragoni, Soujanya Poria, Erik Cambria:
OntoSenticNet: A Commonsense Ontology for Sentiment Analysis. IEEE Intell. Syst. 33(3): 77-85 (2018) - [j18]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Alexander F. Gelbukh, Amir Hussain:
Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines. IEEE Intell. Syst. 33(6): 17-25 (2018) - [j17]Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria:
Multimodal sentiment analysis using hierarchical fusion with context modeling. Knowl. Based Syst. 161: 124-133 (2018) - [c39]Erik Cambria, Soujanya Poria, Devamanyu Hazarika, Kenneth Kwok:
SenticNet 5: Discovering Conceptual Primitives for Sentiment Analysis by Means of Context Embeddings. AAAI 2018: 1795-1802 - [c38]Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Memory Fusion Network for Multi-view Sequential Learning. AAAI 2018: 5634-5641 - [c37]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency:
Multi-attention Recurrent Network for Human Communication Comprehension. AAAI 2018: 5642-5649 - [c36]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. ACL (1) 2018: 2236-2246 - [c35]Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea:
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. COLING 2018: 1837-1848 - [c34]Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, Erik Cambria, Roger Zimmermann:
ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection. EMNLP 2018: 2594-2604 - [c33]Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Md. Shad Akhtar, Erik Cambria, Asif Ekbal:
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis. EMNLP 2018: 3402-3411 - [c32]Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya:
Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. EMNLP 2018: 3454-3466 - [c31]Devamanyu Hazarika, Sruthi Gorantla, Soujanya Poria, Roger Zimmermann:
Self-Attentive Feature-Level Fusion for Multimodal Emotion Detection. MIPR 2018: 196-201 - [c30]Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria, Roger Zimmermann:
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis. NAACL-HLT (2) 2018: 266-270 - [c29]Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann:
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. NAACL-HLT 2018: 2122-2132 - [c28]Chen Qian, Iti Chaturvedi, Soujanya Poria, Erik Cambria, Lorenzo Malandri:
Learning Visual Concepts in Images Using Temporal Convolutional Networks. SSCI 2018: 1280-1284 - [c27]Danyuan Ho, Diyana Hamzah, Soujanya Poria, Erik Cambria:
Singlish SenticNet: A Concept-Based Sentiment Resource for Singapore English. SSCI 2018: 1285-1291 - [r1]Iti Chaturvedi, Soujanya Poria, Erik Cambria:
Sentiment Analysis, Basic Tasks of. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - [i17]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency:
Multi-attention Recurrent Network for Human Communication Comprehension. CoRR abs/1802.00923 (2018) - [i16]Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Memory Fusion Network for Multi-view Sequential Learning. CoRR abs/1802.00927 (2018) - [i15]Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria:
A Deep Learning Approach for Multimodal Deception Detection. CoRR abs/1803.00344 (2018) - [i14]Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander F. Gelbukh:
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines. CoRR abs/1803.07427 (2018) - [i13]Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea:
CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. CoRR abs/1805.06413 (2018) - [i12]Rhea Sukthanker, Soujanya Poria, Erik Cambria, Ramkumar Thirunavukarasu:
Anaphora and Coreference Resolution: A Review. CoRR abs/1805.11824 (2018) - [i11]Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria:
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. CoRR abs/1806.06228 (2018) - [i10]Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea:
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. CoRR abs/1810.02508 (2018) - [i9]Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria:
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. CoRR abs/1811.00405 (2018) - 2017
- [b1]Soujanya Poria:
Novel symbolic and machine-learning approaches for text-based and multimodal sentiment analysis. University of Stirling, UK, 2017 - [j16]Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Erik Cambria:
Deep Learning-Based Document Modeling for Personality Detection from Text. IEEE Intell. Syst. 32(2): 74-79 (2017) - [j15]Erik Cambria, Soujanya Poria, Alexander F. Gelbukh, Mike Thelwall:
Sentiment Analysis Is a Big Suitcase. IEEE Intell. Syst. 32(6): 74-80 (2017) - [j14]Soujanya Poria, Haiyun Peng, Amir Hussain, Newton Howard, Erik Cambria:
Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis. Neurocomputing 261: 217-230 (2017) - [j13]Soujanya Poria, Erik Cambria, Rajiv Bajpai, Amir Hussain:
A review of affective computing: From unimodal analysis to multimodal fusion. Inf. Fusion 37: 98-125 (2017) - [c26]