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Baroni, Marco

  1. The LAMBADA dataset: Word prediction requiring a broad discourse context
    2016/06/20 by Paperno, Denis, Kruszewski, Germán, Lazaridou, Angeliki +6 · 119 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. What you can cram into a single vector: Probing sentence embeddings for linguistic properties
    2018/05/02 by Alexis Conneau, Germán Kruszewski, Conneau, Alexis +7 · 51 citations
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
  3. Rearranging the Familiar: Testing Compositional Generalization in\n Recurrent Networks
    2018/07/19 by João Loula, Marco Baroni, Loula, João +3 · 1 voice · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Speech and dialogue systems #cs.AI #cs.CL #cs.LG
  4. Multi-Agent Cooperation and the Emergence of (Natural) Language
    2016/12/21 by Lazaridou, Angeliki, Peysakhovich, Alexander, Baroni, Marco · 11 citations
    #Computation and Language (cs.CL) #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  5. Emergent Multi-Agent Communication in the Deep Learning Era
    2020/06/03 by Lazaridou, Angeliki, Baroni, Marco · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Colorless green recurrent networks dream hierarchically
    2018/03/29 by Gulordava, Kristina, Bojanowski, Piotr, Grave, Edouard +2 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  7. Compositionality and Generalization in Emergent Languages
    2020/04/20 by Chaabouni, Rahma, Kharitonov, Eugene, Bouchacourt, Diane +2 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Improving zero-shot learning by mitigating the hubness problem
    2014/12/20 by Dinu, Georgiana, Lazaridou, Angeliki, Baroni, Marco · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. EGG: a toolkit for research on Emergence of lanGuage in Games
    2019/07/01 by Kharitonov, Eugene, Chaabouni, Rahma, Bouchacourt, Diane +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. A Benchmark for Systematic Generalization in Grounded Language Understanding
    2020/03/11 by Laura Ruis, Ruis, Laura, Jacob Andreas +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. Emergence of a High-Dimensional Abstraction Phase in Language Transformers
    2024/05/24 by Emily Cheng, Cheng, Emily, Diego Doimo +11 · 11 citations
    Social Sciences · Arts and Humanities · Computer Science · #Language and cultural evolution #Linguistics and Cultural Studies #Natural Language Processing Techniques
  12. Anti-efficient encoding in emergent communication
    2019/05/29 by Rahma Chaabouni, Chaabouni, Rahma, Eugene Kharitonov +5 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Cellular Automata and Applications #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  13. On the proper role of linguistically-oriented deep net analysis in linguistic theorizing
    2021/06/16 by Marco Baroni, Baroni, Marco · 5 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  14. A Roadmap towards Machine Intelligence
    2015/11/25 by Tomas Mikolov, Mikolov, Tomas, Armand Joulin +3 · 1 voice
    #cs.AI #cs.CL
  15. The emergence of number and syntax units in LSTM language models
    2019/03/18 by Yair Lakretz, Lakretz, Yair, German Kruszewski +11 · 1 voice · 3 citations
    Computer Science · Neuroscience · #Natural Language Processing Techniques #Neurobiology of Language and Bilingualism #Topic Modeling #cs.CL
  16. Human few-shot learning of compositional instructions
    2019/01/14 by Lake, Brenden M., Linzen, Tal, Baroni, Marco · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Memorize or generalize? Searching for a compositional RNN in a haystack
    2018/02/18 by Liška, Adam, Kruszewski, Germán, Baroni, Marco · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  18. CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks
    2019/05/21 by Dessì, Roberto, Baroni, Marco · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Bridging Information-Theoretic and Geometric Compression in Language Models
    2023/10/20 by Emily Cheng, Cheng, Emily, Corentin Kervadec +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  20. Jump to better conclusions: SCAN both left and right
    2018/09/12 by Bastings, Jasmijn, Baroni, Marco, Weston, Jason +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. How agents see things: On visual representations in an emergent language game
    2018/08/31 by Bouchacourt, Diane, Baroni, Marco · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Emergent Language Generalization and Acquisition Speed are not tied to\n Compositionality
    2020/04/07 by Eugene Kharitonov, Kharitonov, Eugene, Marco Baroni +1 · 1 citation
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural Networks and Applications
  23. Evil twins are not that evil: Qualitative insights into machine-generated prompts
    2024/12/11 by Nathanaël Carraz Rakotonirina, Corentin Kervadec, Rakotonirina, Nathanaël Carraz +5 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. A quantitative analysis of semantic information in deep representations of text and images
    2025/05/21 by Acevedo, Santiago, Mascaretti, Andrea, Rende, Riccardo +3 · 1 citation
    #Computation and Language (cs.CL) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)