Fred Philippy
6 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Keywords
cross-lingual transfer
(4)
low-resource language
(3)
multilingual language model
(2)
zero-shot learning
(2)
soft prompt tuning
(2)
prompt learning
(1)
paraphrase detection
(1)
pre-trained model
(1)
parameter-efficient fine-tuning
(1)
pre-trained language model
(1)
zero-shot classification
(1)
sentence embedding
(1)
multilingual representation
(1)
language transfer
(1)
learnable embedding
(1)
linguistically distant language
(1)
language similarity
(1)
language distance
(1)
representation learning
(1)
cross-lingual capacity
(1)
Papers
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
NAACL 2025
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
COLING 2025
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish
COLING 2024
Soft Prompt Tuning for Cross-Lingual Transfer: When Less is More
EACL 2024
Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space
EACL 2023
Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review
ACL 2023