Cuiyun Gao
10 papers · 2018–2026 · 4 venues · across top CS/AI venues
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large language model
(5)
curriculum learning
(1)
expert selection
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knowledge distillation
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machine translation
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natural language inference
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prompt engineering
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topic modeling
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semantic parsing
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language modeling
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preference optimization
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code generation
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short text classification
(1)
sql generation
(1)
mathematical reasoning
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sparse model
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pairwise comparison
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mixture of expert
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unsupervised reinforcement learning
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natural language processing
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Papers
Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
ACL 2026
Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data
ACL 2025
Distilling Structured Rationale from Large Language Models to Small Language Models for Abstractive Summarization
AAAI 2025
A Survey on Natural Language Processing for Programming
COLING 2024
Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement
ACL 2024
Split and Merge: Aligning Position Biases in LLM-based Evaluators
EMNLP 2024
XMoE: Sparse Models with Fine-grained and Adaptive Expert Selection
ACL 2024
Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling
EMNLP 2023
Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis
EMNLP 2022
Topic Memory Networks for Short Text Classification
EMNLP 2018