Ponti, Edoardo Maria

1. XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
   2020/05/01 by Ponti, Edoardo Maria, Glavaš, Goran, Majewska, Olga +3 · 33 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Composable Sparse Fine-Tuning for Cross-Lingual Transfer
   2021/10/14 by Ansell, Alan, Ponti, Edoardo Maria, Korhonen, Anna +1 · 13 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Visually Grounded Reasoning across Languages and Cultures
   2021/09/28 by Fangyu Liu, Emanuele Bugliarello, Liu, Fangyu +9 · 12 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
4. Model Merging by Uncertainty-Based Gradient Matching
   2023/10/19 by Nico Daheim, Thomas Möllenhoff, Daheim, Nico +7 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
5. Probing Pretrained Language Models for Lexical Semantics
   2020/10/12 by Vulić, Ivan, Ponti, Edoardo Maria, Litschko, Robert +2 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Modular Deep Learning
   2023/02/22 by Jonas Pfeiffer, Pfeiffer, Jonas, Sebastian Ruder +5 · 10 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
7. Towards Modular LLMs by Building and Reusing a Library of LoRAs
   2024/05/18 by Ostapenko, Oleksiy, Su, Zhan, Ponti, Edoardo Maria +5 · 14 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages
   2022/01/27 by Emanuele Bugliarello, Bugliarello, Emanuele, Fangyu Liu +11 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
9. Modeling Language Variation and Universals: A Survey on Typological\n Linguistics for Natural Language Processing
   2018/07/02 by Edoardo Maria Ponti, Helen O’Horan, Ponti, Edoardo Maria +13 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
10. Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
    2025/03/25 by Benjamin Minixhofer, Minixhofer, Benjamin, Ivan Vulić +3 · 1 voice · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling #cs.CL
11. Zero-Shot Tokenizer Transfer
    2024/05/13 by Benjamin Minixhofer, Edoardo Maria Ponti, Minixhofer, Benjamin +3 · 3 citations
    Chemistry · #Organoboron and organosilicon chemistry
12. Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity
    2020/03/10 by Vulić, Ivan, Baker, Simon, Ponti, Edoardo Maria +9 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Modelling Latent Translations for Cross-Lingual Transfer
    2021/07/23 by Ponti, Edoardo Maria, Kreutzer, Julia, Vulić, Ivan +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences