Bruni, Elia

1. Compositionality decomposed: how do neural networks generalise?
   2019/08/22 by Dieuwke Hupkes, Verna Dankers, Hupkes, Dieuwke +5 · 2 voices · 35 citations
   Computer Science · Neuroscience · #Natural Language Processing Techniques #Neurobiology of Language and Bilingualism #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
2. Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest
   2016/03/01 by Sirinukunwattana, Korsuk, Pluim, Josien P. W., Chen, Hao +16 · 25 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. Location Attention for Extrapolation to Longer Sequences
   2019/11/10 by Dubois, Yann, Dagan, Gautier, Hupkes, Dieuwke +1 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. GRASP: A novel benchmark for evaluating language GRounding And Situated Physics understanding in multimodal language models
   2023/11/15 by Serwan Jassim, Mario Holubar, Jassim, Serwan +9 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
5. The PhotoBook Dataset: Building Common Ground through Visually-Grounded\n Dialogue
   2019/06/04 by Janosch Haber, Haber, Janosch, Tim Baumgärtner +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
6. From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency
   2024/04/18 by Xenia Ohmer, Elia Bruni, Ohmer, Xenia +3 · 3 citations
   Computer Science · #Semantic Web and Ontologies
7. iVISPAR -- An Interactive Visual-Spatial Reasoning Benchmark for VLMs
   2025/02/05 by Julius Mayer, Mayer, Julius, Mohamad Ballout +7 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences
8. Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning
   2023/10/20 by Lucas Weber, Elia Bruni, Weber, Lucas +3 · 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
9. The Grammar of Emergent Languages
   2020/10/05 by van der Wal, Oskar, de Boer, Silvan, Bruni, Elia +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Compositional properties of emergent languages in deep learning
    2020/01/23 by Bence Keresztury, Keresztury, Bence, Elia Bruni +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Language and cultural evolution #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Bioinformatics
11. The paradox of the compositionality of natural language: a neural machine translation case study
    2021/08/12 by Dankers, Verna, Bruni, Elia, Hupkes, Dieuwke · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Learning compositionally through attentive guidance
    2018/05/20 by Dieuwke Hupkes, Hupkes, Dieuwke, Anand Singh +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
13. Emergence of hierarchical reference systems in multi-agent communication
    2022/03/24 by Xenia Ohmer, Ohmer, Xenia, Marko Duda +3 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Multi-Agent Systems and Negotiation
14. A Review of Nine Physics Engines for Reinforcement Learning Research
    2024/07/11 by Michael Kaup, Kaup, Michael, Cornelius Wolff +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
15. Separating form and meaning: Using self-consistency to quantify task understanding across multiple senses
    2023/05/19 by Xenia Ohmer, Ohmer, Xenia, Elia Bruni +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
16. The ICL Consistency Test
    2023/12/08 by Lucas Weber, Elia Bruni, Weber, Lucas +3 · 1 citation
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques