Guobing Gan
4 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (14)
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Hot Topic Early Bird
Conferences
ACL (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
machine translation
(2)
text classification
(2)
model compression
(2)
natural language inference
(1)
neural machine translation
(1)
transformer efficiency
(1)
efficient computing
(1)
tensor decomposition
(1)
parameter sharing
(1)
singular value decomposition
(1)
weight transfer
(1)
edge device
(1)
edge computing
(1)
parameter efficiency
(1)
sparse attention
(1)
tensor train decomposition
(1)
word embedding
(1)
low-rank factorization
(1)
parameter reduction
(1)
morphological analysis
(1)
Papers
LightFormer: Light-weight Transformer Using SVD-based Weight Transfer and Parameter Sharing
ACL 2023
MorphTE: Injecting Morphology in Tensorized Embeddings
NIPS 2022
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer
ACL 2022
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation
EMNLP 2022