Guoqing Zheng
14 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Machine Learning
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Artificial Intelligence
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Keywords
language model
(3)
multi-task learning
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weak supervision
(2)
pre-trained language model
(2)
low-resource language
(2)
mixture of expert
(2)
instruction tuning
(2)
multilingual reply suggestion
(2)
semi-supervised learning
(2)
text classification
(2)
noisy label learning
(2)
cross-lingual transfer
(1)
few-shot learning
(1)
natural language generation
(1)
weakly supervised learning
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reinforcement learning
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natural language processing
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low-resource learning
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natural language understanding
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anomaly detection
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Papers
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
AAAI 2025
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
EMNLP 2024
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels
AAAI 2023
Axiomatic Preference Modeling for Longform Question Answering
EMNLP 2023
Boosting Natural Language Generation from Instructions with Meta-Learning
EMNLP 2022
Knowledge Infused Decoding
ICLR 2022
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning
ACL 2022
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
NAACL 2022
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion
EMNLP 2021
A Dataset and Baselines for Multilingual Reply Suggestion
ACL 2021
Meta Label Correction for Noisy Label Learning
AAAI 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
NAACL 2021
Self-Training with Weak Supervision
NAACL 2021
Complementary Auxiliary Classifiers for Label-Conditional Text Generation
AAAI 2020