Nevin Zhang
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Keywords
knowledge distillation
(2)
model calibration
(2)
natural language generation
(2)
low-resource learning
(1)
label smoothing
(1)
language model
(1)
consistency regularization
(1)
model generalization
(1)
task adaptation
(1)
language generation
(1)
domain shift
(1)
semantic sharing
(1)
memory module
(1)
gate mechanism
(1)
support set
(1)
token-level training
(1)
document-grounded dialogue
(1)
hard gate
(1)
causal pre-training
(1)
query set
(1)
Papers
Consistency Regularization for Domain Generalization with Logit Attribution Matching
UAI 2024
Causal Document-Grounded Dialogue Pre-training
EMNLP 2023
Adaptive Label Smoothing with Self-Knowledge in Natural Language Generation
EMNLP 2022
Hard Gate Knowledge Distillation - Leverage Calibration for Robust and Reliable Language Model
EMNLP 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation
ACL 2022