Edoardo Ponti
20 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
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Cross-Pollinator
(10)
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Interdisciplinary Bridge
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Prolific Year
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Century Club
(19)
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Keyword Collector
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Conferences
ACL (6)
NAACL (6)
ICML (3)
EMNLP (2)
ICLR (2)
EACL (1)
Top co-authors
Keywords
cross-lingual transfer
(3)
multilingual large language model
(2)
multilingual model
(2)
parameter-efficient tuning
(2)
low-resource language
(2)
few-shot learning
(2)
zero-shot transfer
(2)
transfer learning
(1)
temporal reasoning
(1)
lottery ticket hypothesis
(1)
in-context learning
(1)
word sense disambiguation
(1)
multilingual nlp
(1)
dialogue generation
(1)
multi-task learning
(1)
task-oriented dialogue
(1)
multilingual summarization
(1)
gradient-based optimization
(1)
instruction following
(1)
image captioning
(1)
Papers
Is Information Density Uniform when Utterances are Grounded on Perception and Discourse?
EACL 2026
A Grounded Typology of Word Classes
NAACL 2025
Post-hoc Reward Calibration: A Case Study on Length Bias
ICLR 2025
Fine-Tuning Large Language Models with Sequential Instructions
NAACL 2025
The Cross-linguistic Role of Animacy in Grammar Structures
ACL 2025
Mixtures of In-Context Learners
ACL 2025
Cross-Lingual and Cross-Cultural Variation in Image Descriptions
NAACL 2025
Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference
ICML 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training
ACL 2024
Model Merging by Uncertainty-Based Gradient Matching
ICLR 2024
Towards Modular LLMs by Building and Reusing a Library of LoRAs
ICML 2024
On the Independence Assumption in Neurosymbolic Learning
ICML 2024
Are Large Language Model Temporally Grounded?
NAACL 2024
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation
NAACL 2024
Detecting and Mitigating Hallucinations in Multilingual Summarisation
EMNLP 2023
Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity
EMNLP 2023
Natural Language Processing for Multilingual Task-Oriented Dialogue
ACL 2022
Image Retrieval from Contextual Descriptions
ACL 2022
Composable Sparse Fine-Tuning for Cross-Lingual Transfer
ACL 2022
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models
NAACL 2022