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Deepanway Ghosal

28 papers · 2017–2025 · 8 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ πŸƒ Academic Marathon (8) 🌍 Conference Polyglot (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
πŸ—ΊοΈ Taxonomy Completionist (54) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) 🧬 Topic Evolution 🀝 Dynamic Duo (18) πŸ—ƒοΈ Keyword Collector (116) ❓ The Questioner ⚑ Prolific Year (5) πŸ’Ž Century Club (28) πŸ”₯ Unstoppable (9) πŸ“ˆ Trend Setter

Conferences

EMNLP (10) ACL (6) IJCNLP (4) NAACL (3) AACL (2) ICLR (1) INTERSPEECH (1) SEMEVAL (1)

Research topics

Papers

Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions ACL 2025 Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning ACL 2025 AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles NAACL 2025 NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks EMNLP 2025 MixEval-X: Any-to-any Evaluations from Real-world Data Mixture ICLR 2025 PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024 Mustango: Toward Controllable Text-to-Music Generation NAACL 2024 Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts EMNLP 2023 Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction IJCNLP 2023 Prover: Generating Intermediate Steps for NLI with Commonsense Knowledge Retrieval and Next-Step Prediction AACL 2023 ReTAG: Reasoning Aware Table to Analytic Text Generation EMNLP 2023 Vector Space Interpolation for Query Expansion AACL 2022 CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues ACL 2022 Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering EMNLP 2022 Vector Space Interpolation for Query Expansion IJCNLP 2022 Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study ACL 2021 Exploring the Role of Context in Utterance-level Emotion, Act and Intent Classification in Conversations: An Empirical Study IJCNLP 2021 STaCK: Sentence Ordering with Temporal Commonsense Knowledge EMNLP 2021 COSMIC: COmmonSense knowledge for eMotion Identification in Conversations EMNLP 2020 MIME: MIMicking Emotions for Empathetic Response Generation EMNLP 2020 KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ACL 2020 Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis NAACL 2019 DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation EMNLP 2019 DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation IJCNLP 2019 Contextual Inter-modal Attention for Multi-modal Sentiment Analysis EMNLP 2018 Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018 IITP at SemEval-2017 Task 5: An Ensemble of Deep Learning and Feature Based Models for Financial Sentiment Analysis SEMEVAL 2017 A Multilayer Perceptron based Ensemble Technique for Fine-grained Financial Sentiment Analysis EMNLP 2017