| 2025 | ACL | Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions. | Pengfei Hong, Navonil Majumder, Deepanway Ghosal, Somak Aditya, Rada Mihalcea, Soujanya Poria |
| 2025 | ACL | Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning. | Qi Sun, Pengfei Hong, Pala Tej Deep, Vernon Toh, U-Xuan Tan, Deepanway Ghosal, Soujanya Poria |
| 2025 | EMNLP | NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks. | Aritra Dutta, Swapnanil Mukherjee, Deepanway Ghosal, Somak Aditya |
| 2025 | ICLR | MixEval-X: Any-to-any Evaluations from Real-world Data Mixture. | 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 | NAACL | AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles. | Deepanway Ghosal, Vernon Toh, Yew Ken Chia, Soujanya Poria |
| 2024 | ACL | PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. | Yew Ken Chia, Vernon Toh, Deepanway Ghosal, Lidong Bing, Soujanya Poria |
| 2024 | NAACL | Mustango: Toward Controllable Text-to-Music Generation. | Jan Melechovsk, Zixun Guo, Deepanway Ghosal, Navonil Majumder, Dorien Herremans, Soujanya Poria |
| 2023 | EMNLP | 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 |
| 2023 | EMNLP | ReTAG: Reasoning Aware Table to Analytic Text Generation. | Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer |
| 2023 | IJCNLP | Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. | Deepanway Ghosal, Somak Aditya, Monojit Choudhury |
| 2022 | ACL | CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. | Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria |
| 2022 | EMNLP | Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering. | Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria |
| 2022 | IJCNLP | Vector Space Interpolation for Query Expansion. | Deepanway Ghosal, Somak Aditya, Sandipan Dandapat, Monojit Choudhury |
| 2021 | ACL | 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 |
| 2021 | EMNLP | STaCK: Sentence Ordering with Temporal Commonsense Knowledge. | Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria |
| 2021 | SIGdial | CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. | Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria |
| 2020 | ACL | KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. | Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria |
| 2020 | EMNLP | COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. | Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria |
| 2020 | EMNLP | MIME: MIMicking Emotions for Empathetic Response Generation. | Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria |
| 2019 | EMNLP | DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. | Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander F. Gelbukh |
| 2019 | NAACL | 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 |
| 2018 | EMNLP | Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. | Deepanway Ghosal, Md. Shad Akhtar, Dushyant Singh Chauhan, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya |
| 2018 | ICONIP | 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 |
| 2018 | Interspeech | Music Genre Recognition Using Deep Neural Networks and Transfer Learning. | Deepanway Ghosal, Maheshkumar H. Kolekar |
| 2017 | EMNLP | A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis. | Md. Shad Akhtar, Abhishek Kumar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya |