Navonil Majumder

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 91

Top Topics

Text Classification

Commonsense Knowledge

Relation Extraction

Noise Filtering

Top Venues

EMNLP (Findings)

Publications

Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. CoRR (2024)
Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria
Mustango: Toward Controllable Text-to-Music Generation. NAACL-HLT (2024)
Chia-Yu Hung, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
Reward Steering with Evolutionary Heuristics for Decoding-time Alignment. CoRR (2024)
Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations. CoRR (2024)
Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Rafael Valle, Soujanya Poria, Bryan Catanzaro
Improving Text-To-Audio Models with Synthetic Captions. CoRR (2024)
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
ReMask: A Robust Information-Masking Approach for Domain Counterfactual Generation. CoRR (2023)
Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning. CoRR (2023)
Ambuj Mehrish, Navonil Majumder, Rishabh Bharadwaj, Rada Mihalcea, Soujanya Poria
A review of deep learning techniques for speech processing. Inf. Fusion 99 (2023)
Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation. INTERSPEECH (2023)
Ambuj Mehrish, Abhinav Ramesh Kashyap, Yingting Li, Navonil Majumder, Soujanya Poria
ADAPTERMIX: Exploring the Efficacy of Mixture of Adapters for Low-Resource TTS Adaptation. CoRR (2023)
Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. ICASSP (2023)
Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks. Cogn. Comput. 15 (2) (2023)
Yi Xuan Tan, Navonil Majumder, Soujanya Poria
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. INTERSPEECH (2023)
Yi Xuan Tan, Navonil Majumder, Soujanya Poria
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding. CoRR (2023)
Deepanway Ghosal, Navonil Majumder, Roy Lee, Rada Mihalcea, Soujanya Poria
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. EMNLP (Findings) (2023)
Rishabh Bhardwaj, Yingting Li, Navonil Majumder, Bo Cheng, Soujanya Poria
kNN-CM: A Non-parametric Inference-Phase Adaptation of Parametric Text Classifiers. EMNLP (Findings) (2023)
Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. CoRR (2023)
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. IEEE Trans. Affect. Comput. 14 (1) (2023)
Pengfei Hong, Rishabh Bhardwaj, Navonil Majumder, Somak Aditya, Soujanya Poria
A Robust Information-Masking Approach for Domain Counterfactual Generation. ACL (Findings) (2023)
Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh
WikiDes: A Wikipedia-based dataset for generating short descriptions from paragraphs. Inf. Fusion 90 (2023)
Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model. CoRR (2023)
Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. CoRR (2023)
Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
Text-to-Audio Generation using Instruction Guided Latent Diffusion Model. ACM Multimedia (2023)
Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Improving Zero-Shot Learning Baselines with Commonsense Knowledge. Cogn. Comput. 14 (6) (2022)
Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. ACL (1) (2022)
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 (2022)
Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander F. Gelbukh, Amir Hussain
Improving aspect-level sentiment analysis with aspect extraction. Neural Comput. Appl. 34 (11) (2022)
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. IEEE Access 10 (2022)
Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria
Multiview Contextual Commonsense Inference: A New Dataset and Task. CoRR (2022)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. CoRR (2022)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. EMNLP (2022)
Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander F. Gelbukh
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs. CoRR (2022)
Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR (2022)
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria
Investigating Gender Bias in BERT. Cogn. Comput. 13 (4) (2021)
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)
Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CoRR (2021)
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey. CoRR (2021)
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) (2021)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. CoRR (2021)
Segun Taofeek Aroyehun, Jason Angel, Navonil Majumder, Alexander F. Gelbukh, Amir Hussain
Leveraging label hierarchy using transfer and multi-task learning: A case study on patent classification. Neurocomputing 464 (2021)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) (2021)
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria
Deep Neural Approaches to Relation Triplets Extraction: a Comprehensive Survey. Cogn. Comput. 13 (5) (2021)
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 (2021)
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)
Tapas Nayak, Navonil Majumder, Soujanya Poria
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. RANLP (2021)
Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CoRR (2021)
Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria
Persuasive dialogue understanding: The baselines and negative results. Neurocomputing 431 (2021)
Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. SIGDIAL (2021)
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 (2021)
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy
More Identifiable yet Equally Performant Transformers for Text Classification. ACL/IJCNLP (1) (2021)
Tapas Nayak, Navonil Majumder, Soujanya Poria
Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering. CoRR (2021)
Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria
Aspect Sentiment Triplet Extraction Using Reinforcement Learning. CIKM (2021)
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard H. Hovy
More Identifiable yet Equally Performant Transformers for Text Classification. CoRR (2021)
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 (2020)
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria
Investigating Gender Bias in BERT. CoRR (2020)
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis. CoRR (2020)
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 (2020)
Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria
Persuasive Dialogue Understanding: the Baselines and Negative Results. CoRR (2020)
Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks. CoRR (2020)
Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh
Emerging Trends of Multimodal Research in Vision and Language. CoRR (2020)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Utterance-level Dialogue Understanding: An Empirical Study. CoRR (2020)
Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. CoRR (2020)
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 (2020)
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)
Yash Mehta, Navonil Majumder, Alexander F. Gelbukh, Erik Cambria
Recent trends in deep learning based personality detection. Artif. Intell. Rev. 53 (4) (2020)
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. ACL (2020)
Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Improving Zero Shot Learning Baselines with Commonsense Knowledge. CoRR (2020)
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research. CoRR (2020)
Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) (2020)
Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander F. Gelbukh
Variational Fusion for Multimodal Sentiment Analysis. CoRR (2019)
Yash Mehta, Navonil Majumder, Alexander F. Gelbukh, Erik Cambria
Recent Trends in Deep Learning Based Personality Detection. CoRR (2019)
Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. AAAI (2019)
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)
Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. IEEE Access 7 (2019)
Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander F. Gelbukh
Sentiment and Sarcasm Classification with Multitask Learning. CoRR (2019)
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)
Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. CoRR (2019)
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) (2019)
Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard H. Hovy
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances. CoRR (2019)
Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander F. Gelbukh
Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines. CoRR (2018)
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, Rada Mihalcea
MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations. CoRR (2018)
Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria
Multimodal sentiment analysis using hierarchical fusion with context modeling. Knowl. Based Syst. 161 (2018)
Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria
A Deep Learning Approach for Multimodal Deception Detection. CICLing (1) (2018)
Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria
A Deep Learning Approach for Multimodal Deception Detection. CoRR (2018)
Navonil Majumder, Devamanyu Hazarika, Alexander F. Gelbukh, Erik Cambria, Soujanya Poria
Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. CoRR (2018)
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)
Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander F. Gelbukh, Erik Cambria
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations. CoRR (2018)
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) (2018)
Navonil Majumder, Soujanya Poria, Alexander F. Gelbukh, Erik Cambria
Deep Learning-Based Document Modeling for Personality Detection from Text. IEEE Intell. Syst. 32 (2) (2017)
Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. ICDM (2017)
Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
Context-Dependent Sentiment Analysis in User-Generated Videos. ACL (1) (2017)