Siwen Guo
8 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (6) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (27) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
COLING (2)
EACL (2)
ACL (1)
CONLL (1)
EMNLP (1)
NAACL (1)
Top co-authors
Keywords
cross-lingual transfer
(4)
low-resource language
(3)
parameter-efficient fine-tuning
(2)
text classification
(2)
multilingual language model
(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 language model
(1)
zero-shot classification
(1)
pretrained model
(1)
parameter-efficient finetuning
(1)
hawkes process
(1)
sentence embedding
(1)
multilingual representation
(1)
Papers
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
COLING 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning
NAACL 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
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain
EMNLP 2023
A Personalized Sentiment Model with Textual and Contextual Information
CONLL 2019