Deepanway Ghosal

67 papers A* 8A 1B 1Journal 39Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles. NAACL (Long Papers) Deepanway Ghosal, Vernon Toh, Yew Ken Chia, Soujanya Poria
2025	—	`conf`	Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. ACL (1) Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria
2025	—	`conf`	Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions. ACL (Findings) Pengfei Hong, Navonil Majumder, Deepanway Ghosal, Somak Aditya, Rada Mihalcea, Soujanya Poria
2025	J	`jnl`	LOGICPO: Efficient Translation of NL-based Logical Problems to FOL using LLMs and Preference Optimization. CoRR Koushik Viswanadha, Deepanway Ghosal, Somak Aditya
2025	A*	`conf`	MixEval-X: Any-to-any Evaluations from Real-world Data Mixture. ICLR Jinjie Ni, Yifan Song, Deepanway Ghosal, Bo Li, David Junhao Zhang, Xiang Yue, Fuzhao Xue, Yuntian Deng, Zian Zheng, Kaichen Zhang, Mahir Shah, Kabir Jain, Yang You, Michael Shieh
2025	—	`conf`	NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. EMNLP (Findings) Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya
2025	J	`jnl`	NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. CoRR Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya
2025	J	`jnl`	The FACTS Leaderboard: A Comprehensive Benchmark for Large Language Model Factuality. CoRR Aileen Cheng, Alon Jacovi, Amir Globerson, Ben Golan, Charles Kwong, Chris Alberti, Connie Tao, Eyal Ben-David, Gaurav Singh Tomar, Lukas Haas, Yonatan Bitton, Adam Bloniarz, Aijun Bai, Andrew Wang, Anfal Siddiqui, Arturo Bajuelos Castillo, Aviel Atias, Chang Liu, Corey Fry, Daniel Balle, Deepanway Ghosal, Doron Kukliansky, Dror Marcus, Elena Gribovskaya, Eran Ofek, Honglei Zhuang, Itay Laish, Jan Ackermann, Lily Wang, Meg Risdal, Megan Barnes, Michael Fink, Mohamed Amin, Moran Ambar, Natan Potikha, Nikita Gupta, Nitzan Katz, Noam Velan, Ofir Roval, Ori Ram, Polina Zablotskaia, Prathamesh Bang, Priyanka Agrawal, Rakesh Ghiya, Sanjay Ganapathy, Simon Baumgartner, Sofia Erell, Sushant Prakash, Thibault Sellam, Vikram Rao, Xuanhui Wang, Yaroslav Akulov, Yulong Yang, Zhen Yang, Zhixin Lai, Zhongru Wu, Anca Dragan, Avinatan Hassidim, Fernando Pereira, Slav Petrov, Srinivasan Venkatachary, Tulsee Doshi, Yossi Matias, Sasha Goldshtein, Dipanjan Das
2025	J	`jnl`	The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles. CoRR Vernon Toh Yan Han, Yew Ken Chia, Deepanway Ghosal, Soujanya Poria
2024	J	`jnl`	Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning. CoRR Deepanway Ghosal, Vernon Toh Yan Han, Yew Ken Chia, Soujanya Poria
2024	J	`jnl`	Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. CoRR Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria
2024	J	`jnl`	Improving Text-To-Audio Models with Synthetic Captions. CoRR Zhifeng Kong, Sang-gil Lee, Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Rafael Valle, Soujanya Poria, Bryan Catanzaro
2024	J	`jnl`	MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures. CoRR Jinjie Ni, Yifan Song, Deepanway Ghosal, Bo Li, David Junhao Zhang, Xiang Yue, Fuzhao Xue, Zian Zheng, Kaichen Zhang, Mahir Shah, Kabir Jain, Yang You, Michael Shieh
2024	—	`conf`	Mustango: Toward Controllable Text-to-Music Generation. NAACL-HLT Jan Melechovský, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria
2024	J	`jnl`	Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning. CoRR Vernon Toh Yan Han, Deepanway Ghosal, Soujanya Poria
2024	—	`conf`	PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. ACL (Findings) Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria
2024	J	`jnl`	PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. CoRR Yew Ken Chia, Vernon Toh Yan Han, Deepanway Ghosal, Lidong Bing, Soujanya Poria
2024	J	`jnl`	Stuck in the Quicksand of Numeracy, Far from AGI Summit: Evaluating LLMs' Mathematical Competency through Ontology-guided Perturbations. CoRR Pengfei Hong, Deepanway Ghosal, Navonil Majumder, Somak Aditya, Rada Mihalcea, Soujanya Poria
2024	A*	`conf`	Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. ACM Multimedia Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
2024	J	`jnl`	Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. CoRR Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal, Wei-Ning Hsu, Rada Mihalcea, Soujanya Poria
2023	J	`jnl`	Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning. CoRR Deepanway Ghosal, Yew Ken Chia, Navonil Majumder, Soujanya Poria
2023	—	`conf`	Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. EMNLP (Findings) Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria
2023	J	`jnl`	Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts. CoRR Deepanway Ghosal, Navonil Majumder, Roy Ka-Wei Lee, Rada Mihalcea, Soujanya Poria
2023	—	`conf`	Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. IJCNLP (1) Deepanway Ghosal, Somak Aditya, Monojit Choudhury
2023	A*	`conf`	ReTAG: Reasoning Aware Table to Analytic Text Generation. EMNLP Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
2023	J	`jnl`	STOAT: Structured Data to Analytical Text With Controls. CoRR Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer
2023	A*	`conf`	Text-to-Audio Generation using Instruction Guided Latent Diffusion Model. ACM Multimedia Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2023	J	`jnl`	Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model. CoRR Deepanway Ghosal, Navonil Majumder, Ambuj Mehrish, Soujanya Poria
2022	J	`jnl`	All-in-One: Emotion, Sentiment and Intensity Prediction Using a Multi-Task Ensemble Framework. IEEE Trans. Affect. Comput. Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi
2022	—	`conf`	CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. ACL (1) Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. CoRR Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Exemplars-Guided Empathetic Response Generation Controlled by the Elements of Human Communication. IEEE Access Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Generating Intermediate Steps for NLI with Next-Step Supervision. CoRR Deepanway Ghosal, Somak Aditya, Monojit Choudhury
2022	J	`jnl`	Improving Zero-Shot Learning Baselines with Commonsense Knowledge. Cogn. Comput. Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Multiview Contextual Commonsense Inference: A New Dataset and Task. CoRR Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria
2022	A*	`conf`	Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. EMNLP Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	J	`jnl`	Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. CoRR Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2022	—	`conf`	Vector Space Interpolation for Query Expansion. AACL/IJCNLP (2) Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury
2021	B	`conf`	CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. SIGDIAL Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. CoRR Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication. CoRR Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2021	—	`conf`	Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study. ACL/IJCNLP (Findings) Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	Persuasive dialogue understanding: The baselines and negative results. Neurocomputing Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria
2021	J	`jnl`	Recognizing Emotion Cause in Conversations. Cogn. Comput. 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
2021	—	`conf`	STaCK: Sentence Ordering with Temporal Commonsense Knowledge. EMNLP (1) Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2021	J	`jnl`	STaCK: Sentence Ordering with Temporal Commonsense Knowledge. CoRR Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	—	`conf`	COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. EMNLP (Findings) Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. CoRR Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	Improving Zero Shot Learning Baselines with Commonsense Knowledge. CoRR Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	A*	`conf`	KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. ACL Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis. CoRR Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	—	`conf`	MIME: MIMicking Emotions for Empathetic Response Generation. EMNLP (1) Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	MIME: MIMicking Emotions for Empathetic Response Generation. CoRR Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	Persuasive Dialogue Understanding: the Baselines and Negative Results. CoRR Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria
2020	J	`jnl`	Recognizing Emotion Cause in Conversations. CoRR Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander F. Gelbukh, Rada Mihalcea
2020	J	`jnl`	Utterance-level Dialogue Understanding: An Empirical Study. CoRR Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2020	J	`jnl`	Visual Interest Prediction with Attentive Multi-Task Transfer Learning. CoRR Deepanway Ghosal, Maheshkumar H. Kolekar
2019	—	`conf`	DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. EMNLP/IJCNLP (1) Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh
2019	J	`jnl`	DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. CoRR Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh
2019	—	`conf`	Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. NAACL-HLT (1) Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya
2019	J	`jnl`	Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis. CoRR Md. Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya
2018	J	`jnl`	A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction. CoRR Md. Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya
2018	A*	`conf`	Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. EMNLP Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya
2018	—	`conf`	Deep Ensemble Model with the Fusion of Character, Word and Lexicon Level Information for Emotion and Sentiment Prediction. ICONIP (5) Deepanway Ghosal, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya
2018	A	`conf`	Music Genre Recognition Using Deep Neural Networks and Transfer Learning. INTERSPEECH Deepanway Ghosal, Maheshkumar H. Kolekar
2017	A*	`conf`	A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis. EMNLP Md. Shad Akhtar, Abhishek Kumar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya
2017	—	`conf`	IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis. SemEval@ACL Deepanway Ghosal, Shobhit Bhatnagar, Md. Shad Akhtar, Asif Ekbal, Pushpak Bhattacharyya