Menghan Zhang
4 papers · 2022–2023 · 2 venues · across top CS/AI venues
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Machine Learning
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Natural Language Processing
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syntactic analysis
(2)
zero-shot learning
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self-supervised learning
(1)
cross-lingual transfer
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loss landscape
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computational efficiency
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deep neural network
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zero-shot generalization
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pretraining corpus
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concept alignment
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local minima
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transformer language model
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multilingual bert
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influence estimation
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language model pretraining
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cross-lingual generalization
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linguistic typology
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language encoding
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adversarial sample detection
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Papers
Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization
EMNLP 2023
Detecting Adversarial Samples through Sharpness of Loss Landscape
ACL 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model
ACL 2023
Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?
EMNLP 2022