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Ghosal, Deepanway

  1. Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
    2024/04/15 by Navonil Majumder, Chia-Yu Hung, Majumder, Navonil +9 · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  2. Mustango: Toward Controllable Text-to-Music Generation
    2023/11/14 by Jan Melechovský, Zixun Guo, Melechovsky, Jan +9 · 21 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Digital Humanities and Scholarship #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #electronic engineering #information engineering
  3. DialogueGCN: A Graph Convolutional Neural Network for Emotion\n Recognition in Conversation
    2019/08/30 by Deepanway Ghosal, Navonil Majumder, Ghosal, Deepanway +7 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
  4. Text-to-Audio Generation using Instruction-Tuned LLM and Latent Diffusion Model
    2023/04/24 by Deepanway Ghosal, Navonil Majumder, Ghosal, Deepanway +5 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
  5. MIME: MIMicking Emotions for Empathetic Response Generation
    2020/10/04 by Majumder, Navonil, Hong, Pengfei, Peng, Shanshan +5 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns
    2024/03/20 by Yew Ken Chia, Chia, Yew Ken, Vernon Toh Yan Han +7 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Emma-X: An Embodied Multimodal Action Model with Grounded Chain of Thought and Look-ahead Spatial Reasoning
    2024/12/16 by Qi Sun, Sun, Qi, Pengfei Hong +11 · 18 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Robotics (cs.RO) #Semantic Web and Ontologies
  8. COSMIC: COmmonSense knowledge for eMotion Identification in\n Conversations
    2020/10/06 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +7 · 5 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  9. Recognizing Emotion Cause in Conversations
    2020/12/22 by Poria, Soujanya, Majumder, Navonil, Hazarika, Devamanyu +9 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Are Language Models Puzzle Prodigies? Algorithmic Puzzles Unveil Serious Challenges in Multimodal Reasoning
    2024/03/06 by Deepanway Ghosal, Vernon Toh Yan Han, Ghosal, Deepanway +5 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  11. Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions
    2024/01/17 by Pengfei Hong, Hong, Pengfei, Navonil Majumder +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Open Education and E-Learning
  12. CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
    2022/03/25 by Deepanway Ghosal, Siqi Shen, Ghosal, Deepanway +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  13. Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts
    2023/10/31 by Deepanway Ghosal, Ghosal, Deepanway, Navonil Majumder +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Human Pose and Action Recognition
  14. Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis
    2019/05/14 by Akhtar, Md Shad, Chauhan, Dushyant Singh, Ghosal, Deepanway +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning
    2024/10/16 by Vernon Toh, Toh, Vernon Y. H., Deepanway Ghosal +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques
  16. Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication
    2021/06/22 by Navonil Majumder, Majumder, Navonil, Deepanway Ghosal +9 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Natural Language Processing Techniques #Topic Modeling
  17. CIDER: Commonsense Inference for Dialogue Explanation and Reasoning
    2021/06/01 by Ghosal, Deepanway, Hong, Pengfei, Shen, Siqi +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Improving Text-To-Audio Models with Synthetic Captions
    2024/06/18 by Kong, Zhifeng, Lee, Sang-gil, Ghosal, Deepanway +5 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  19. Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering
    2022/10/29 by Ghosal, Deepanway, Majumder, Navonil, Mihalcea, Rada +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Multiview Contextual Commonsense Inference: A New Dataset and Task
    2022/10/06 by Shen, Siqi, Ghosal, Deepanway, Majumder, Navonil +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures
    2024/10/17 by Ni, Jinjie, Song, Yifan, Ghosal, Deepanway +10 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  22. The Jumping Reasoning Curve? Tracking the Evolution of Reasoning Performance in GPT-[n] and o-[n] Models on Multimodal Puzzles
    2025/02/03 by Toh, Vernon Y. H., Chia, Yew Ken, Ghosal, Deepanway +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences