Cristina Menghini
4 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
NIPS (2)
Top co-authors
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
NIPS 2023
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes
NIPS 2022