Donato Crisostomi
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer
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Trend Setter
Conferences
ACL (3)
ICML (2)
CVPR (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
model merging
(3)
named entity recognition
(3)
neural network
(2)
entity linking
(1)
attribute extraction
(1)
singular value decomposition
(1)
training efficiency
(1)
permutation optimization
(1)
batch processing
(1)
foundation model
(1)
weight space
(1)
cycle consistency
(1)
evolutionary algorithm
(1)
task vector
(1)
task interference
(1)
parameter compression
(1)
query understanding
(1)
voice assistant
(1)
data redundancy
(1)
product graph
(1)
Papers
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
ICML 2025
Mergenetic: a Simple Evolutionary Model Merging Library
ACL 2025
Task Singular Vectors: Reducing Task Interference in Model Merging
CVPR 2025
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
ICML 2025
$C^2M^3$: Cycle-Consistent Multi-Model Merging
NIPS 2024
AVEN-GR: Attribute Value Extraction and Normalization using product GRaphs
ACL 2023
Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses
ACL 2023
Play música alegre: A Large-Scale Empirical Analysis of Cross-Lingual Phenomena in Voice Assistant Interactions
EMNLP 2022