sitaoCheng

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authored a paper 3 days ago

From Atomic to Composite: Reinforcement Learning Enables Generalization in Complementary Reasoning

Paper • 2512.01970 • Published about 1 month ago • 1

authored 6 papers 15 days ago

MarkQA: A large scale KBQA dataset with numerical reasoning

Paper • 2310.15517 • Published Oct 24, 2023 • 2

Question Decomposition Tree for Answering Complex Questions over Knowledge Bases

Paper • 2306.07597 • Published Jun 13, 2023 • 2

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering

Paper • 2408.04259 • Published Aug 8, 2024 • 2

TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data

Paper • 2412.19544 • Published Dec 27, 2024 • 3

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction

Paper • 2403.11886 • Published Mar 18, 2024 • 2

Disentangling Memory and Reasoning Ability in Large Language Models

Paper • 2411.13504 • Published Nov 20, 2024 • 1

submitted a paper to Daily Papers 15 days ago

Differentiable Evolutionary Reinforcement Learning

Paper • 2512.13399 • Published 17 days ago • 18

authored 2 papers 15 days ago

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments

Paper • 2403.08593 • Published Mar 13, 2024 • 2

Differentiable Evolutionary Reinforcement Learning

Paper • 2512.13399 • Published 17 days ago • 18