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Madhyastha, Pranava

  1. Probing the Need for Visual Context in Multimodal Machine Translation
    2019/03/20 by Caglayan, Ozan, Madhyastha, Pranava, Specia, Lucia +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. On Model Stability as a Function of Random Seed
    2019/09/23 by Madhyastha, Pranava, Jain, Rishabh · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  3. VIFIDEL: Evaluating the Visual Fidelity of Image Descriptions
    2019/07/22 by Pranava Madhyastha, Josiah Wang, Madhyastha, Pranava +3 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. Distilling Translations with Visual Awareness
    2019/06/18 by Julia Ive, Ive, Julia, Pranava Madhyastha +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Curious Case of Language Generation Evaluation Metrics: A Cautionary\n Tale
    2020/10/26 by Ozan Çağlayan, Caglayan, Ozan, Pranava Madhyastha +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. Defoiling Foiled Image Captions
    2018/05/16 by Madhyastha, Pranava, Wang, Josiah, Specia, Lucia · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. LLM-Assisted Visual Analytics: Opportunities and Challenges
    2024/09/04 by Maeve Hutchinson, Hutchinson, Maeve, Radu Jianu +5 · 3 citations
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  8. A Tweet-based Dataset for Company-Level Stock Return Prediction
    2020/06/17 by Karolina Sowinska, Sowinska, Karolina, Pranava Madhyastha +1 · 1 citation
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Economics and business #Social and Information Networks (cs.SI) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
  9. Simultaneous Machine Translation with Visual Context
    2020/09/15 by Caglayan, Ozan, Ive, Julia, Haralampieva, Veneta +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. SEM-CTRL: Semantically Controlled Decoding
    2025/03/03 by Mohammad Albinhassan, Pranava Madhyastha, Albinhassan, Mohammad +3 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  11. Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering
    2023/01/25 by Chenxi Whitehouse, Whitehouse, Chenxi, Tillman Weyde +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  12. An Empirical Study of Conformal Prediction in LLM with ASP Scaffolds for Robust Reasoning
    2025/03/07 by Kaur, Navdeep, McPheat, Lachlan, Russo, Alessandra +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Numerical reasoning in machine reading comprehension tasks: are we there yet?
    2021/09/16 by Al-Negheimish, Hadeel, Madhyastha, Pranava, Russo, Alessandra · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Exploring the Long-Term Generalization of Counting Behavior in RNNs
    2022/11/29 by El-Naggar, Nadine, Madhyastha, Pranava, Weyde, Tillman · 1 citation
    #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  15. Theoretical Conditions and Empirical Failure of Bracket Counting on Long Sequences with Linear Recurrent Networks
    2023/04/07 by El-Naggar, Nadine, Madhyastha, Pranava, Weyde, Tillman · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  16. Chart Question Answering from Real-World Analytical Narratives
    2025/07/02 by Hutchinson, Maeve, Jianu, Radu, Slingsby, Aidan +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences