Andrea Santilli
10 papers · 2018–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (7) π Academic Marathon (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (25)
π
Academic Marathon
(7)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
π₯
Mega-Team
(40)
π
Century Club
(10)
β
The Questioner
Conferences
ACL (4)
AAAI (1)
CVPR (1)
EMNLP (1)
ICLR (1)
ICML (1)
SEMEVAL (1)
Top co-authors
Keywords
few-shot learning
(1)
variational inference
(1)
bayesian inference
(1)
source separation
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
machine translation
(1)
prompt engineering
(1)
syntactic parsing
(1)
3d vision
(1)
cross-modal retrieval
(1)
model merging
(1)
semantic representation
(1)
vector quantization
(1)
latent variable model
(1)
autoregressive model
(1)
language model
(1)
foundation model
(1)
evolutionary algorithm
(1)
feature alignment
(1)
Papers
Mergenetic: a Simple Evolutionary Model Merging Library
ACL 2025
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces
CVPR 2025
MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs
ICML 2025
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
ACL 2025
Latent Autoregressive Source Separation
AAAI 2023
Accelerating Transformer Inference for Translation via Parallel Decoding
ACL 2023
Multitask Prompted Training Enables Zero-Shot Task Generalization
ICLR 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts
ACL 2022
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations
EMNLP 2020
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons
SEMEVAL 2018