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Desmond Elliott

  1. LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
    2024/06/26 by Anna Bavaresco, Bavaresco, Anna, Raffaella Bernardi +37 · 5 voices · 57 citations
    #cs.CL
  2. Visually Grounded Reasoning across Languages and Cultures
    2021/09/28 by Fangyu Liu, Emanuele Bugliarello, Liu, Fangyu +9 · 13 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
  3. Language Modelling with Pixels
    2022/07/14 by Phillip Rust, Jonas F. Lotz, Rust, Phillip +9 · 2 voices · 7 citations
    #cs.CL #cs.AI #cs.CV #cs.LG
  4. Can Community Notes Replace Professional Fact-Checkers?
    2025/02/19 by Nadav Borenstein, Greta Warren, Borenstein, Nadav +5 · 2 voices · 7 citations
    Computer Science · Psychology · #Mental Health via Writing #Topic Modeling #cs.AI #cs.CL
  5. Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers
    2021/09/09 by Stella Frank, Emanuele Bugliarello, Frank, Stella +3 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. Imagination improves Multimodal Translation
    2017/05/11 by Desmond Elliott, Elliott, Desmond, Ákos Kádár +1 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. Multilingual Image Description with Neural Sequence Models
    2015/10/15 by Desmond Elliott, Elliott, Desmond, Stella Frank +3 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques #Natural Language Processing Techniques
  8. IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
    2022/01/27 by Emanuele Bugliarello, Fangyu Liu, Bugliarello, Emanuele +11 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  9. Multimodal Machine Translation through Visuals and Speech
    2019/11/28 by Umut Sulubacak, Sulubacak, Umut, Ozan Çağlayan +11 · 3 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Subtitles and Audiovisual Media
  10. Text Rendering Strategies for Pixel Language Models
    2023/11/01 by Jonas F. Lotz, Elizabeth Salesky, Lotz, Jonas F. +5 · 4 citations
    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
  11. How Do Multilingual Language Models Remember Facts?
    2024/10/18 by Constanza Fierro, Negar Foroutan, Fierro, Constanza +5 · 6 citations
    Computer Science · Health Professions · Psychology · #Computation and Language (cs.CL) #Deception detection and forensic psychology #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Topic Modeling
  12. Lessons learned in multilingual grounded language learning
    2018/09/20 by Ákos Kádár, Kádár, Ákos, Desmond Elliott +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  13. PHD: Pixel-Based Language Modeling of Historical Documents
    2023/10/22 by Nadav Borenstein, Phillip Rust, Borenstein, Nadav +5 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
  14. Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
    2025/04/09 by Israfel Salazar, Salazar, Israfel, Manuel Fernández Burda +93 · 4 voices · 3 citations
    Computer Science · Psychology · #Categorization, perception, and language #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.CL #cs.CV
  15. The Role of Data Curation in Image Captioning
    2023/05/05 by Wenyan Li, Jonas F. Lotz, Li, Wenyan +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  16. Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models
    2023/10/26 by Emanuele Bugliarello, Cabello, Laura, Stephanie Brandl +4 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. LatentLens: Revealing Highly Interpretable Visual Tokens in LLMs
    2026/01/31 by Benno Krojer, Shravan Nayak, Oscar Mañas +4 · 3 citations
    #cs.CV #cs.AI
  18. Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding
    2025/06/06 by Emmanouil Zaranis, António Farinhas, Zaranis, Emmanouil +59 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  19. Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era
    2025/06/04 by Dan Oneata, Dan Oneaţă, Oneata, Dan +4 · 1 voice · 2 citations
    Computer Science · Neuroscience · #Embodied and Extended Cognition #Face Recognition and Perception #Multimodal Machine Learning Applications #cs.CL #cs.CV
  20. Beyond Binary Classification: Detecting Fine-Grained Sexism in Social Media Videos
    2026/07/23 by Laura De Grazia, Danae Sánchez Villegas, Desmond Elliott +3
    Computer Science · Psychology · #Hate Speech and Cyberbullying Detection #Humor Studies and Applications #Sentiment Analysis and Opinion Mining
  21. Rate-Utility Frontiers for Language Encodings: Comparing Tokens, Bytes, and Pixels Under Controlled Linguistic Content
    2026/07/17 by Ingo Ziegler, Martin Krebs, Desmond Elliott
    #cs.CL