Yining Chen
14 papers · 2018–2024 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Deep Learning
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Mathematics & Optimization
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Keywords
response generation
(2)
domain shift
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disentangled representation
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dialogue generation
(2)
distribution matching
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neural network
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entropy minimization
(1)
domain generalization
(1)
zero-shot learning
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weakly supervised learning
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natural language generation
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question answering
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knowledge extraction
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online learning
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feature matching
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style transfer
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sample complexity
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unsupervised domain adaptation
(1)
weak supervision
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text generation
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Papers
Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
ICML 2024
Zero-shot causal learning
NeurIPS 2023
Analytical Reasoning of Text
NAACL 2022
Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments
NeurIPS 2022
Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers
NeurIPS 2022
Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
NAACL 2022
Active Online Learning with Hidden Shifting Domains
AISTATS 2021
Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization
ICLR 2021
Learning Neural Templates for Recommender Dialogue System
EMNLP 2021
Maria: A Visual Experience Powered Conversational Agent
ACL 2021
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data
ICLR 2021
Self-training Avoids Using Spurious Features Under Domain Shift
NeurIPS 2020
Weakly Supervised Disentanglement with Guarantees
ICLR 2020
Recurrent Neural Networks as Weighted Language Recognizers
NAACL 2018