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Raquel Fernández

  1. LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
    2024/06/26 by Anna Bavaresco, Raffaella Bernardi, Bavaresco, Anna +37 · 5 voices · 54 citations
    #cs.CL
  2. Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models
    2023/10/16 by Jirui Qi, Qi, Jirui, Raquel Fernández +3 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  3. What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability
    2023/05/19 by Mario Giulianelli, Giulianelli, Mario, Joris Baan +7 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  4. The PhotoBook Dataset: Building Common Ground through Visually-Grounded\n Dialogue
    2019/06/04 by Janosch Haber, Tim Baumgärtner, Haber, Janosch +9 · 3 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Multimodal Machine Learning Applications #Speech and dialogue systems
  5. Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations
    2021/09/30 by Arabella Sinclair, Sinclair, Arabella, Jaap Jumelet +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  6. When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy
    2025/05/28 by Jirui Qi, Shan Chen, Qi, Jirui +9 · 1 voice · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  7. Psycholinguistics meets Continual Learning: Measuring Catastrophic\n Forgetting in Visual Question Answering
    2019/06/10 by Claudio Greco, Greco, Claudio, Barbara Plank +5 · 2 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  8. Asking the Right Question at the Right Time: Human and Model Uncertainty Guidance to Ask Clarification Questions
    2024/02/09 by Alberto Testoni, Testoni, Alberto, Raquel Fernández +1 · 4 citations
    Decision Sciences · #Complex Systems and Decision Making
  9. Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives
    2023/10/20 by Mario Giulianelli, Sarenne Wallbridge, Giulianelli, Mario +3 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning
  10. Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests
    2025/02/20 by Filippo Momentè, Momentè, Filippo, Alessandro Suglia +15 · 1 voice · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #cs.CL
  11. Reading Between the Prompts: How Stereotypes Shape LLM's Implicit Personalization
    2025/05/22 by Vera Neplenbroek, Arianna Bisazza, Neplenbroek, Vera +3 · 1 voice · 4 citations
    Computer Science · Medicine · #cs.CL
  12. Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?
    2024/02/25 by Joris Baan, Baan, Joris, Raquel Fernández +5 · 2 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Generating Image Descriptions via Sequential Cross-Modal Alignment\n Guided by Human Gaze
    2020/11/09 by Ece Takmaz, Takmaz, Ece, Sandro Pezzelle +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection
  14. On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation
    2025/04/01 by Jirui Qi, Raquel Fernández, Qi, Jirui +3 · 1 voice · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
  15. Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation
    2024/12/18 by Vera Neplenbroek, Neplenbroek, Vera, Arianna Bisazza +3 · 1 voice · 1 citation
    Arts and Humanities · Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #cs.CL #linguistics and terminology studies
  16. GROOViST: A Metric for Grounding Objects in Visual Storytelling
    2023/10/26 by Aditya K Surikuchi, Sandro Pezzelle, Surikuchi, Aditya K +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #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 #Natural Language Processing Techniques #Video Analysis and Summarization
  17. RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs
    2024/12/18 by Alberto Testoni, Barbara Plank, Testoni, Alberto +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Digital Imaging for Blood Diseases #Digital Media Forensic Detection
  18. Vision-Language Models Align with Human Neural Representations in Concept Processing
    2024/07/25 by Anna Bavaresco, Marianne de Heer Kloots, Bavaresco, Anna +5 · 1 citation
    Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Multimodal Machine Learning Applications
  19. Playpen: An Environment for Exploring Learning Through Conversational Interaction
    2025/04/11 by Nicola Horst, Horst, Nicola, Davide Mazzaccara +29 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  20. Experiential Semantic Information and Brain Alignment: Are Multimodal Models Better than Language Models?
    2025/04/01 by Anna Bavaresco, Bavaresco, Anna, Raquel Fernández +1 · 2 citations
    Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism
  21. 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