Deepanway Ghosal

According to our database, Deepanway Ghosal authored at least 37 papers between 2017 and 2024.

Collaborative distances:

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

2024

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns.

Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria

CoRR, 2024

Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning.

Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, 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

2023

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

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

CoRR, 2023

STOAT: Structured Data to Analytical Text With Controls.

Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer

CoRR, 2023

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

Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, 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

Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction.

Deepanway Ghosal, Somak Aditya, Monojit Choudhury

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

ReTAG: Reasoning Aware Table to Analytic Text Generation.

Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

2022

All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble Framework.

Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi

IEEE Trans. Affect. Comput., 2022

Multiview Contextual Commonsense Inference: A New Dataset and Task.

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

CoRR, 2022

Generating Intermediate Steps for NLI with Next-Step Supervision.

Deepanway Ghosal, Somak Aditya, Monojit Choudhury

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

Vector Space Interpolation for Query Expansion.

Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 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

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

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

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

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

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

Utterance-level Dialogue Understanding: An Empirical Study.

Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

CoRR, 2020

Visual Interest Prediction with Attentive Multi-Task Transfer Learning.

Deepanway Ghosal, Maheshkumar H. Kolekar

CoRR, 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

Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis.

Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 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

2018

A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction.

Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya

CoRR, 2018

Music Genre Recognition Using Deep Neural Networks and Transfer Learning.

Deepanway Ghosal, Maheshkumar H. Kolekar

Proceedings of the Interspeech 2018, 2018

Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction.

Deepanway Ghosal, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Contextual Inter-modal Attention for Multi-modal Sentiment Analysis.

Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya

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

2017

IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis.

Deepanway Ghosal, Shobhit Bhatnagar, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis.

Md. Shad Akhtar, Abhishek Kumar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017