Pranava Madhyastha

1. 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
2. Distilling Translations with Visual Awareness
   2019/06/18 by Julia Ive, Pranava Madhyastha, Ive, Julia +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
3. 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
4. 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
5. 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
6. LLM-Assisted Visual Analytics: Opportunities and Challenges
   2024/09/04 by Maeve Hutchinson, Hutchinson, Maeve, Radu Jianu +5 · 2 citations
   Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
7. 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
8. Attention-Guided Saliency Maps for Interpreting Visualization Literacy in VLMs
   2026/07/17 by Maeve Hutchinson, Abderrahmane Wassim Mehdaoui, Pranava Madhyastha
   #cs.CV #cs.HC