Siwen Guo
8 papers · 2019–2025 · 6 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
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(24)
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Learning Types · Machine Learning
(5)
Resources & Methods
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Core Methods
(3)
Learning Paradigms
(3)
Applications
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Architectures
(1)
Generation
(1)
Techniques
(1)
Keywords
cross-lingual transfer
(4)
low-resource language
(3)
text classification
(2)
multilingual language model
(2)
parameter-efficient fine-tuning
(2)
zero-shot learning
(2)
soft prompt tuning
(2)
transfer learning
(2)
text representation
(1)
prompt learning
(1)
paraphrase detection
(1)
recurrent neural network
(1)
language model
(1)
pre-trained model
(1)
pre-trained language model
(1)
zero-shot classification
(1)
hawkes process
(1)
sentence embedding
(1)
multilingual representation
(1)
language transfer
(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
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain
EMNLP 2023
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
A Personalized Sentiment Model with Textual and Contextual Information
CoNLL 2019