Deepanway Ghosal

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 54

Top Topics

Intermediate Steps

Convolutional Neural Network

Commonsense Knowledge

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)
Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, Soujanya Poria
Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning. CoRR (2024)
Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria
Mustango: Toward Controllable Text-to-Music Generation. NAACL-HLT (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)
Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. ACL (Findings) (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)
Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria
PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. CoRR (2024)
Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria
Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning. CoRR (2023)
Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
ReTAG: Reasoning Aware Table to Analytic Text Generation. EMNLP (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)
Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model. CoRR (2023)
Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
STOAT: Structured Data to Analytical Text With Controls. CoRR (2023)
Deepanway Ghosal, Somak Aditya, Monojit Choudhury
Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. IJCNLP (1) (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)
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)
Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi
All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble Framework. IEEE Trans. Affect. Comput. 13 (1) (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)
Deepanway Ghosal, Somak Aditya, Monojit Choudhury
Generating Intermediate Steps for NLI with Next-Step Supervision. CoRR (2022)
Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR (2022)
Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury
Vector Space Interpolation for Query Expansion. AACL/IJCNLP (2) (2022)
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)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) (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)
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)
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)
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
Utterance-level Dialogue Understanding: An Empirical Study. CoRR (2020)
Deepanway Ghosal, Maheshkumar H. Kolekar
Visual Interest Prediction with Attentive Multi-Task Transfer Learning. 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)
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)
Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) (2020)
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)
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 (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)
Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. CoRR (2019)
Deepanway Ghosal, Maheshkumar H. Kolekar
Music Genre Recognition Using Deep Neural Networks and Transfer Learning. INTERSPEECH (2018)
Deepanway Ghosal, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya
Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction. ICONIP (5) (2018)
Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya
A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction. CoRR (2018)
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)
Deepanway Ghosal, Shobhit Bhatnagar, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya
IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis. SemEval@ACL (2017)
Md. Shad Akhtar, Abhishek Kumar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya
A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis. EMNLP (2017)