Navonil Majumder

According to our database, Navonil Majumder authored at least 61 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

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

CoRR, 2024

Reward Steering with Evolutionary Heuristics for Decoding-time Alignment.

Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria

CoRR, 2024

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization.

Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria

CoRR, 2024

Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations.

Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria

CoRR, 2024

Mustango: Toward Controllable Text-to-Music Generation.

Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

A review of deep learning techniques for speech processing.

Ambuj Mehrish, Navonil Majumder, Rishabh Bharadwaj, Rada Mihalcea, Soujanya Poria

Inf. Fusion, November, 2023

Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks.

Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria

Cogn. Comput., March, 2023

Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research.

Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea

IEEE Trans. Affect. Comput., 2023

WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs.

Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh

Inf. Fusion, 2023

Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning.

Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria

CoRR, 2023

ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

CoRR, 2023

Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model.

Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria

CoRR, 2023

Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding.

Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria

CoRR, 2023

Text-to-Audio Generation using Instruction Guided Latent Diffusion Model.

Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding.

Yi Xuan Tan, Navonil Majumder, Soujanya Poria

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation.

Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding.

Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria

Proceedings of the IEEE International Conference on Acoustics, 2023

Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts.

Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers.

Rishabh Bhardwaj, Yingting Li, Navonil Majumder, Bo Cheng, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Robust Information-Masking Approach for Domain Counterfactual Generation.

Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Improving aspect-level sentiment analysis with aspect extraction.

Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander F. Gelbukh, Amir Hussain

Neural Comput. Appl., 2022

Multimodal research in vision and language: A review of current and emerging trends.

Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh

Inf. Fusion, 2022

Multiview Contextual Commonsense Inference: A New Dataset and Task.

Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria

CoRR, 2022

Improving Zero-Shot Learning Baselines with Commonsense Knowledge.

Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Cogn. Comput., 2022

Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication.

Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria

IEEE Access, 2022

Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering.

Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues.

Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Persuasive dialogue understanding: The baselines and negative results.

Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria

Neurocomputing, 2021

Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification.

Segun Taofeek Aroyehun, Jason Angel, Navonil Majumder, Alexander F. Gelbukh, Amir Hussain

Neurocomputing, 2021

Recognizing Emotion Cause in Conversations.

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

Cogn. Comput., 2021

Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey.

Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria

Cogn. Comput., 2021

Investigating Gender Bias in BERT.

Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria

Cogn. Comput., 2021

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning.

Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering.

Tapas Nayak, Navonil Majumder, Soujanya Poria

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations.

Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria

Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021

STaCK: Sentence Ordering with Temporal Commonsense Knowledge.

Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Aspect Sentiment Triplet Extraction Using Reinforcement Learning.

Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

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

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

More Identifiable yet Equally Performant Transformers for Text Classification.

Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Recognizing Emotion Cause in Conversations.

Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea

CoRR, 2020

Emerging Trends of Multimodal Research in Vision and Language.

Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh

CoRR, 2020

Utterance-level Dialogue Understanding: An Empirical Study.

Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

CoRR, 2020

Improving Aspect-Level Sentiment Analysis with Aspect Extraction.

Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency

CoRR, 2020

Recent trends in deep learning based personality detection.

Yash Mehta, Navonil Majumder, Alexander F. Gelbukh, Erik Cambria

Artif. Intell. Rev., 2020

MIME: MIMicking Emotions for Empathetic Response Generation.

Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

COSMIC: COmmonSense knowledge for eMotion Identification in Conversations.

Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis.

Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Sentiment and Sarcasm Classification With Multitask Learning.

Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh

IEEE Intell. Syst., 2019

Variational Fusion for Multimodal Sentiment Analysis.

Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander F. Gelbukh

CoRR, 2019

Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances.

Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy

IEEE Access, 2019

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation.

Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations.

Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DialogueRNN: An Attentive RNN for Emotion Detection in Conversations.

Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Multimodal sentiment analysis using hierarchical fusion with context modeling.

Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria

Knowl. Based Syst., 2018

Multimodal Sentiment Analysis: Addressing Key Issues and Setting Up the Baselines.

Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Alexander F. Gelbukh, Amir Hussain

IEEE Intell. Syst., 2018

IARM: Inter-Aspect Relation Modeling with Memory Networks in Aspect-Based Sentiment Analysis.

Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Md. Shad Akhtar, Erik Cambria, Asif Ekbal

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

A Deep Learning Approach for Multimodal Deception Detection.

Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

Memory Fusion Network for Multi-view Sequential Learning.

Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Deep Learning-Based Document Modeling for Personality Detection from Text.

Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Erik Cambria

IEEE Intell. Syst., 2017

Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis.

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Context-Dependent Sentiment Analysis in User-Generated Videos.

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017