Navonil Majumder · Singapore University of Technology and Design

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Works67 from public data

TitleCited by

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations
Soujanya Poria, Devamanyu Hazarika, N. Majumder, Gautam Naik, E. Cambria, R. Mihalcea
Annual Meeting of the Association for Computational Linguistics (ACL) · 2019
1,808
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations
N. Majumder, Soujanya Poria, Devamanyu Hazarika, R. Mihalcea, Alexander Gelbukh, E. Cambria
Proceedings of the AAAI Conference on Artificial Intelligence · 2019
1,046
Context-Dependent Sentiment Analysis in User-Generated Videos
Soujanya Poria, E. Cambria, Devamanyu Hazarika, N. Majumder, Amir Zadeh, L. Morency
Annual Meeting of the Association for Computational Linguistics (ACL) · 2017
914
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander Gelbukh
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · 2019
725
Deep Learning-Based Document Modeling for Personality Detection from Text
IEEE Intelligent Systems · 2017
681
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances
Soujanya Poria, N. Majumder, R. Mihalcea, E. Hovy
IEEE Access · 2019
503
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations
Deepanway Ghosal, Navonil Majumder, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria
Findings of the Association for Computational Linguistics: EMNLP 2020 · 2020
448
Multimodal sentiment analysis using hierarchical fusion with context modeling
N. Majumder, Devamanyu Hazarika, Alexander Gelbukh, E. Cambria, Soujanya Poria
Knowledge-Based Systems · 2018
388
A review of deep learning techniques for speech processing
Ambuj Mehrish, N. Majumder, Rishabh Bharadwaj, R. Mihalcea, Soujanya Poria
Information Fusion · 2023
380
Recent trends in deep learning based personality detection
Yash Mehta, N. Majumder, Alexander Gelbukh, E. Cambria
Artificial Intelligence Review · 2019
334
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research
Soujanya Poria, Devamanyu Hazarika, N. Majumder, R. Mihalcea
IEEE Transactions on Affective Computing · 2020
324
MIME: MIMicking Emotions for Empathetic Response Generation
N. Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, R. Mihalcea, Soujanya Poria
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
271
Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines
Soujanya Poria, N. Majumder, Devamanyu Hazarika, E. Cambria, Alexander Gelbukh, A. Hussain
IEEE Intelligent Systems · 2018
251
Sentiment and Sarcasm Classification With Multitask Learning
N. Majumder, Soujanya Poria, Hai-Yun Peng, Niyati Chhaya, E. Cambria, Alexander Gelbukh
IEEE Intelligent Systems · 2019
234
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
Deepanway Ghosal, N. Majumder, Ambuj Mehrish, Soujanya Poria
arXiv · 2023
213
Recognizing Emotion Cause in Conversations
Soujanya Poria, N. Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu, Pengfei Hong, Romila Ghosh, +3 more
Cognitive Computation · 2021
174
Mustango: Toward Controllable Text-to-Music Generation
J. Melechovský, Zi-Xun Guo, Deepanway Ghosal, N. Majumder, Dorien Herremans, Soujanya Poria
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2024
171
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
N. Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, R. Mihalcea, Soujanya Poria
ACM International Conference on Multimedia (ACM MM) · 2024
165
Text-to-Audio Generation using Instruction Guided Latent Diffusion Model
Deepanway Ghosal, N. Majumder, Ambuj Mehrish, Soujanya Poria
ACM International Conference on Multimedia (ACM MM) · 2023
135
IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis
N. Majumder, Soujanya Poria, Alexander Gelbukh, Md. Shad Akhtar, E. Cambria, Asif Ekbal
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2018
132
Investigating Gender Bias in BERT
Rishabh Bhardwaj, N. Majumder, Soujanya Poria
Cognitive Computation · 2021
130
NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks
Chia-Yu Hung, Qi Sun, Pengfei Hong, Amir Zadeh, Chuan Li, U-Xuan Tan, N. Majumder, Soujanya Poria
arXiv · 2025
128
A Deep Learning Approach for Multimodal Deception Detection
Gangeshwar Krishnamurthy, N. Majumder, Soujanya Poria, E. Cambria
Lecture notes in computer science · 2023
122
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization
Chia-Yu Hung, N. Majumder, Zhi-Feng Kong, Ambuj Mehrish, Rafael Valle, B. Catanzaro, Soujanya Poria
arXiv · 2024
104
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, N. Majumder, R. Mihalcea, Soujanya Poria
Annual Meeting of the Association for Computational Linguistics (ACL) · 2020
71
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey
Tapas Nayak, N. Majumder, Pawan Goyal, Soujanya Poria
Cognitive Computation · 2021
67
Aspect Sentiment Triplet Extraction Using Reinforcement Learning
Samson Yu, Tapas Nayak, N. Majumder, Soujanya Poria
Proceedings of the ... ACM International Conference on Information & Knowledge Management · 2021
52
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks
Hui Chen, Pengfei Hong, Wei Han, N. Majumder, Soujanya Poria
Cognitive Computation · 2023
51
Improving aspect-level sentiment analysis with aspect extraction
N. Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander Gelbukh, A. Hussain, L. Morency
Neural Computing and Applications · 2020
41
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Maojia Song, Shang Hong Sim, Rishabh Bhardwaj, Hai Leong Chieu, N. Majumder, Soujanya Poria
arXiv · 2024
40
Improving Zero-Shot Learning Baselines with Commonsense Knowledge
Abhinaba Roy, Deepanway Ghosal, E. Cambria, N. Majumder, R. Mihalcea, Soujanya Poria
Cognitive Computation · 2022
32
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
31
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
Deepanway Ghosal, Pengfei Hong, Siqi Shen, N. Majumder, R. Mihalcea, Soujanya Poria
Annual Meeting of the Special Interest Group on Discourse and Dialogue · 2021
30
Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication
N. Majumder, Deepanway Ghosal, Devamanyu Hazarika, A. Gelbukh, R. Mihalcea, Soujanya Poria
IEEE Access · 2022
29
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations
Dushyant Singh Chauhan, G. Singh, N. Majumder, Amir Zadeh, Asif Ekbal, P. Bhattacharyya, L. Morency, Soujanya Poria
INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · 2021
26
Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · 2021
26
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, N. Majumder, Bo Cheng, Shuaijiang Zhao, Amir Zadeh, R. Mihalcea, +1 more
IEEE International Conference on Acoustics Speech and Signal Processing · 2023
25
Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions
Pengfei Hong, Navonil Majumder, Deepanway Ghosal, Somak Aditya, Rada Mihalcea, Soujanya Poria
Findings of the Association for Computational Linguistics: ACL 2025 · 2025
24
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning
Deepanway Ghosal, Yew Ken Chia, N. Majumder, Soujanya Poria
arXiv · 2023
24
WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs
Hoang Thang Ta, A. B. S. Rahman, N. Majumder, A. Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh
Information Fusion · 2022
18
Multiview Contextual Commonsense Inference: A New Dataset and Task
Siqi Shen, Deepanway Ghosal, N. Majumder, Henry Lim, R. Mihalcea, Soujanya Poria
arXiv · 2022
16
Utterance-level Dialogue Understanding: An Empirical Study
arXiv · 2020
16
Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification
S. Aroyehun, Jason Angel, N. Majumder, Alexander Gelbukh, A. Hussain
Neurocomputing · 2021
15
STaCK: Sentence Ordering with Temporal Commonsense Knowledge
Deepanway Ghosal, N. Majumder, R. Mihalcea, Soujanya Poria
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
12
Persuasive dialogue understanding: The baselines and negative results
Hui Chen, Deepanway Ghosal, N. Majumder, A. Hussain, Soujanya Poria
Neurocomputing · 2020
12
Lessons from Training Grounded LLMs with Verifiable Rewards
Shang Hong Sim, Tej Deep Pala, Vernon Toh, Hai Leong Chieu, Amir Zadeh, Chuan Li, N. Majumder, Soujanya Poria
arXiv · 2025
8
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
8
Reward-Guided Tree Search for Inference Time Alignment of Large Language Models
Chia-Yu Hung, N. Majumder, Ambuj Mehrish, Soujanya Poria
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 2025
7
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation
Interspeech (USB) · 2023
7
More Identifiable yet Equally Performant Transformers for Text Classification
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard Hovy
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · 2021
7
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering
IIT Kharagpur, India, Tapas Nayak, Navonil Majumder, SUTD, Singapore, Soujanya Poria, SUTD, Singapore
Proceedings of the Conference Recent Advances in Natural Language Processing - Deep Learning for Natural Language Processing Methods and Applications · 2021
7
Improving Text-To-Audio Models with Synthetic Captions
Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Rafael Valle, Soujanya Poria, Bryan Catanzaro
Synthetic Data’s Transformative Role in Foundational Speech Models · 2024
6
Emerging Trends of Multimodal Research in Vision and Language.
Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, N. Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh
arXiv · 2020
6
On the Limits of LLM-as-Judge for Scientific Novelty Assessment
Soumitra Sinhahajari, N. Majumder, Soujanya Poria
arXiv · 2026
5
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
Deepanway Ghosal, Navonil Majumder, Roy Lee, Rada Mihalcea, Soujanya Poria
Findings of the Association for Computational Linguistics: EMNLP 2023 · 2023
4
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers
Rishabh Bhardwaj, Yingting Li, Navonil Majumder, Bo Cheng, Soujanya Poria
Findings of the Association for Computational Linguistics: EMNLP 2023 · 2023
3
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding
Interspeech (USB) · 2023
3
Variational Fusion for Multimodal Sentiment Analysis
arXiv · 2019
3
Multimodal sentiment analysis in social media using deep learning with convolutional neural networks
N. Majumder
2018
3
10 Open Challenges Steering the Future of Vision-Language-Action Models
Proceedings of the AAAI Conference on Artificial Intelligence · 2026
2
A Robust Information-Masking Approach for Domain Counterfactual Generation
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
Findings of the Association for Computational Linguistics: ACL 2023 · 2023
2
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation
Varun Gumma, N. Majumder, Soumitra Sinhahajari, Soujanya Poria
arXiv · 2026
1
RoboQuest: Generalist Physical Agents that Search, Inspect and Test
arXiv · 2026
–
ScrambleToolBench: Agents Search Exhaustively Even When Their Own Map Points to the Next Step
arXiv · 2026
–
MNIST-PRO: MNIST is Back as a Partially Observable World for AI Agents
arXiv · 2026
–
MemBodied: Recurrent Associative Memory for Vision-Language-Action Models
arXiv · 2026
–
Inference Time Alignment with Reward-Guided Tree Search
arXiv · 2024
–

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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