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Edoardo Ponti
Assistant Professor, Informatics, University of Edinburgh
Joined
July 2019
Names
Edoardo Ponti
(Preferred)
,
Edoardo Maria Ponti
,
Edoardo M. Ponti
Emails
****@gmail.com
(Confirmed)
,
****@cam.ac.uk
(Confirmed)
,
****@mila.quebec
(Confirmed)
,
****@ed.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
ACL Anthology
Career & Education History
Assistant Professor
Informatics,
University of Edinburgh
(ed.ac.uk)
2022
–
Present
Researcher
NVIDIA
(nvidia.com)
2024
–
2025
Postdoc
MILA - Quebec AI Institute
(mila.quebec)
2020
–
2022
PhD student
University of Cambridge
(cam.ac.uk)
2016
–
2020
MS student
University of Pavia
(universitadipavia.it)
2014
–
2016
Advisors, Relations & Conflicts
Postdoc Advisor
Siva Reddy
2020
–
2021
PhD Advisor
Anna Korhonen
2016
–
2020
PhD Advisor
Ivan Vulić
2016
–
2020
Expertise
NLP
Present
ML
Present
Publications
Measuring the Effects of Visual Salience in Human and AI Descriptions with Image Editing
Nina Gregorio
,
Edoardo Ponti
,
Sharon Goldwater
CoNLL 2026 Archival
Readers:
Everyone
Cross-Lingual and Cross-Cultural Variation in Image Descriptions
Uri Berger
,
Edoardo Ponti
OpenReview Archive Direct Upload
Readers:
Everyone
Fast and Expressive Multi-Token Prediction with Probabilistic Circuits
Andreas Grivas
,
Lorenzo Loconte
,
Emile van Krieken
,
Piotr Nawrot
,
Yu Zhao
,
Euan Wielewski
,
Pasquale Minervini
,
Edoardo Ponti
,
Antonio Vergari
Submitted to ICLR 2026
Readers:
Everyone
Sample-efficient Integration of New Modalities into Large Language Models
Osman Batur İnce
,
Andre Martins
,
Oisin Mac Aodha
,
Edoardo Ponti
Submitted to ICLR 2026
Readers:
Everyone
Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models
Yifu QIU
,
Yftah Ziser
,
Anna Korhonen
,
Shay B Cohen
,
Edoardo Ponti
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling
Zeyu Huang
,
Tianhao Cheng
,
Zihan Qiu
,
Zili Wang
,
Xu Yinghui
,
Edoardo Ponti
,
Ivan Titov
Submitted to ICLR 2026
Readers:
Everyone
Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models
Yifu QIU
,
Yftah Ziser
,
Anna Korhonen
,
Shay B Cohen
,
Edoardo Ponti
LAW
Readers:
Everyone
Neurosymbolic Reasoning Shortcuts under the Independence Assumption
Emile van Krieken
,
Pasquale Minervini
,
Edoardo Ponti
,
Antonio Vergari
NeSy 2025 - Phase 2 Poster
Readers:
Everyone
Inference-Time Hyper-Scaling with KV Cache Compression
Adrian Łańcucki
,
Konrad Staniszewski
,
Piotr Nawrot
,
Edoardo Ponti
NeurIPS 2025 poster
Readers:
Everyone
Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
Benjamin Minixhofer
,
Ivan Vulić
,
Edoardo Ponti
NeurIPS 2025 poster
Readers:
Everyone
View all 63 publications
Co-Authors
AJAY KUMAR JAISWAL
Adrian Łańcucki
Adriana Fernandez-Lopez
Aishwarya Kamath
Alan Ansell
Alessandro Sordoni
Anders Søgaard
Andre Martins
Andreas Grivas
Andreas Zinonos
Anna Korhonen
Anne Lauscher
Antonio Vergari
Benjamin Minixhofer
Benno Krojer
Boqian Wu
Callie Hao
Congjie He
DaYou Du
Daniela Gerz
David Tarjan
Desmond Elliott
Diana McCarthy
Diana Rodríguez Luna
Dieuwke Hupkes
View all 125 co-authors