A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis. - Md. Shad Akhtar; Abhishek Kumar; Deepanway Ghosal; Asif Ekbal; Pushpak Bhattacharyya (EMNLP, 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 (SemEval@ACL, 2017)

Contextual Inter-modal Attention for Multi-modal Sentiment Analysis. - Deepanway Ghosal; Md. Shad Akhtar; Dushyant Singh Chauhan; Soujanya Poria; Asif Ekbal; Pushpak Bhattacharyya (EMNLP, 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 (ICONIP (5), 2018)

Music Genre Recognition Using Deep Neural Networks and Transfer Learning. - Deepanway Ghosal; Maheshkumar H. Kolekar (INTERSPEECH, 2018)

A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction. - Md. Shad Akhtar; Deepanway Ghosal; Asif Ekbal; Pushpak Bhattacharyya (CoRR, 2018)

DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation. - Deepanway Ghosal; Navonil Majumder; Soujanya Poria; Niyati Chhaya; Alexander F. Gelbukh (EMNLP/IJCNLP (1), 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 (NAACL-HLT (1), 2019)

KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis. - Deepanway Ghosal; Devamanyu Hazarika; Abhinaba Roy; Navonil Majumder; Rada Mihalcea; Soujanya Poria (ACL, 2020)

COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. - Deepanway Ghosal; Navonil Majumder; Alexander F. Gelbukh; Rada Mihalcea; Soujanya Poria (EMNLP (Findings), 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 (EMNLP (1), 2020)

Visual Interest Prediction with Attentive Multi-Task Transfer Learning. - Deepanway Ghosal; Maheshkumar H. Kolekar (CoRR, 2020)

Utterance-level Dialogue Understanding: An Empirical Study. - Deepanway Ghosal; Navonil Majumder; Rada Mihalcea; Soujanya Poria (CoRR, 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)

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 (ACL/IJCNLP (Findings), 2021)

STaCK: Sentence Ordering with Temporal Commonsense Knowledge. - Deepanway Ghosal; Navonil Majumder; Rada Mihalcea; Soujanya Poria (EMNLP (1), 2021)

CIDER: Commonsense Inference for Dialogue Explanation and Reasoning. - Deepanway Ghosal; Pengfei Hong; Siqi Shen; Navonil Majumder; Rada Mihalcea; Soujanya Poria (SIGDIAL, 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)

Persuasive dialogue understanding: The baselines and negative results. - Hui Chen 023; Deepanway Ghosal; Navonil Majumder; Amir Hussain 001; Soujanya Poria (Neurocomputing, 2021)

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues. - Deepanway Ghosal; Siqi Shen; Navonil Majumder; Rada Mihalcea; Soujanya Poria (ACL (1), 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 (EMNLP, 2022)

Vector Space Interpolation for Query Expansion. - Deepanway Ghosal; Somak Aditya; Sandipan Dandapat; Monojit Choudhury (AACL/IJCNLP (2), 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)

Improving Zero-Shot Learning Baselines with Commonsense Knowledge. - Abhinaba Roy; Deepanway Ghosal; Erik Cambria; Navonil Majumder; Rada Mihalcea; Soujanya Poria (Cogn. Comput., 2022)

Generating Intermediate Steps for NLI with Next-Step Supervision. - Deepanway Ghosal; Somak Aditya; Monojit Choudhury (CoRR, 2022)

Multiview Contextual Commonsense Inference: A New Dataset and Task. - Siqi Shen; Deepanway Ghosal; Navonil Majumder; Henry Lim; Rada Mihalcea; Soujanya Poria (CoRR, 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)

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 (EMNLP (Findings), 2023)

ReTAG: Reasoning Aware Table to Analytic Text Generation. - Deepanway Ghosal; Preksha Nema; Aravindan Raghuveer (EMNLP, 2023)

Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction. - Deepanway Ghosal; Somak Aditya; Monojit Choudhury (IJCNLP (1), 2023)

Text-to-Audio Generation using Instruction Guided Latent Diffusion Model. - Deepanway Ghosal; Navonil Majumder; Ambuj Mehrish; Soujanya Poria (ACM Multimedia, 2023)

Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model. - Deepanway Ghosal; Navonil Majumder; Ambuj Mehrish; Soujanya Poria (CoRR, 2023)

STOAT: Structured Data to Analytical Text With Controls. - Deepanway Ghosal; Preksha Nema; Aravindan Raghuveer (CoRR, 2023)

Flacuna: Unleashing the Problem Solving Power of Vicuna using FLAN Fine-Tuning. - Deepanway Ghosal; Yew Ken Chia; Navonil Majumder; Soujanya Poria (CoRR, 2023)

PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns. - Yew Ken Chia; Vernon Toh; Deepanway Ghosal; Lidong Bing; Soujanya Poria (ACL (Findings), 2024)

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization. - Navonil Majumder; Chia-Yu Hung; Deepanway Ghosal; Wei-Ning Hsu; Rada Mihalcea; Soujanya Poria (ACM Multimedia, 2024)

Mustango: Toward Controllable Text-to-Music Generation. - Jan Melechovský; Zixun Guo; Deepanway Ghosal; Navonil Majumder; Dorien Herremans; Soujanya Poria (NAACL-HLT, 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)

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)

Improving Text-To-Audio Models with Synthetic Captions. - Zhifeng Kong; Sang-gil Lee; Deepanway Ghosal; Navonil Majumder; Ambuj Mehrish; Rafael Valle; Soujanya Poria; Bryan Catanzaro (CoRR, 2024)

Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning. - Vernon Toh Yan Han; Deepanway Ghosal; Soujanya Poria (CoRR, 2024)

MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures. - Jinjie Ni; Yifan Song; Deepanway Ghosal; Bo Li; David Junhao Zhang; Xiang Yue; Fuzhao Xue; Zian Zheng 001; Kaichen Zhang; Mahir Shah; Kabir Jain; Yang You 001; et al. (CoRR, 2024)

Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions. - Pengfei Hong; Navonil Majumder; Deepanway Ghosal; Somak Aditya; Rada Mihalcea; Soujanya Poria (ACL (Findings), 2025)

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 (ACL (1), 2025)

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 001; Kaichen Zhang; Mahir Shah; Kabir Jain; et al. (ICLR, 2025)

AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles. - Deepanway Ghosal; Vernon Toh; Yew Ken Chia; Soujanya Poria (NAACL (Long Papers), 2025)

The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles. - Vernon Toh Yan Han; Yew Ken Chia; Deepanway Ghosal; Soujanya Poria (CoRR, 2025)

LOGICPO: Efficient Translation of NL-based Logical Problems to FOL using LLMs and Preference Optimization. - Koushik Viswanadha; Deepanway Ghosal; Somak Aditya (CoRR, 2025)