Cristina Menghini
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
🏆
Keyword Champion
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Methods
(1)
Models
(1)
Keywords
vision-language model
(2)
zero-shot learning
(2)
semi-supervised learning
(1)
transfer learning
(1)
sentiment analysis
(1)
text classification
(1)
multimodal learning
(1)
low-resource language
(1)
lower bound
(1)
contrastive language-image pretraining
(1)
prompt tuning
(1)
visual attribute
(1)
worst-case guarantee
(1)
data generation
(1)
representation analysis
(1)
bilingual lexicon
(1)
concept understanding
(1)
concept description
(1)
class-attribute matrix
(1)
representation learning
(1)
Papers
If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions
EMNLP 2024
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
EMNLP 2024
Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning
NeurIPS 2023
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
NeurIPS 2022