Sitao Cheng
- Papers
- 10
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Authored papers
10Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies
arXiv 2025
Differentiable Evolutionary Reinforcement Learning
arXiv 2025
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data
arXiv 2024
Disentangling Memory and Reasoning Ability in Large Language Models
arXiv 2024
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering
arXiv 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction
arXiv 2024
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
arXiv 2024
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments
arXiv 2024
MarkQA: A large scale KBQA dataset with numerical reasoning
arXiv 2023
Question Decomposition Tree for Answering Complex Questions over Knowledge Bases
arXiv 2023
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