From Atomic to Composite: Reinforcement Learning Enables Generalization in Complementary Reasoning Paper • 2512.01970 • Published 29 days ago • 1
Disentangling Memory and Reasoning Ability in Large Language Models Paper • 2411.13504 • Published Nov 20, 2024 • 1
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
MarkQA: A large scale KBQA dataset with numerical reasoning Paper • 2310.15517 • Published Oct 24, 2023 • 2
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction Paper • 2403.11886 • Published Mar 18, 2024 • 2
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios Paper • 2412.08972 • Published Dec 12, 2024 • 11
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data Paper • 2412.19544 • Published Dec 27, 2024 • 3
Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments Paper • 2403.08593 • Published Mar 13, 2024 • 2
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks Paper • 2504.12764 • Published Apr 17 • 41
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers Paper • 2505.21497 • Published May 27 • 109