Andrea Santilli
10 papers · 2018–2025 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+4 more ↓ Show less ↑
🗺️ Taxonomy Completionist (30) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
👥
Mega-Team · Squad
❓
The Questioner
💎
Century Club · Bronze
🗃️
Keyword Collector
(54)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI · Artificial Intelligence
(5)
Optimization & Theory
(4)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(3)
Application Areas
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Vision
(1)
Analysis
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Keywords
large language model
(2)
few-shot learning
(1)
semantic representation
(1)
bayesian inference
(1)
source separation
(1)
uncertainty quantification
(1)
knowledge distillation
(1)
machine translation
(1)
prompt engineering
(1)
syntactic parsing
(1)
item response theory
(1)
3d vision
(1)
cross-modal retrieval
(1)
model merging
(1)
variational inference
(1)
vector quantization
(1)
latent variable model
(1)
autoregressive model
(1)
language model
(1)
multi-task learning
(1)
Papers
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
Mergenetic: a Simple Evolutionary Model Merging Library
ACL 2025
Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results
ACL 2025
Accelerating Transformer Inference for Translation via Parallel Decoding
ACL 2023
Latent Autoregressive Source Separation
AAAI 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