"logical reasoning" Papers
11 papers found
Conference
Advancing LLM Reasoning Generalists with Preference Trees
Lifan Yuan, Ganqu Cui, Hanbin Wang et al.
ICLR 2025arXiv:2404.02078
183
citations
Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks
Rushang Karia, Daniel Bramblett, Daksh Dobhal et al.
ICLR 2025arXiv:2410.08437
2
citations
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
Yi Hu, Shijia Kang, Haotong Yang et al.
NEURIPS 2025arXiv:2502.11525
4
citations
Partial Perspectives: How LLMs Handle Logically Inconsistent Knowledge in Reasoning Tasks
Zichao Li, Ines Arous, Jackie CK Cheung
COLM 2025paper
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
Junteng Liu, Yuanxiang Fan, Jiang Zhuo et al.
NEURIPS 2025arXiv:2505.19641
23
citations
Ambiguity-Aware Abductive Learning
Hao-Yuan He, Hui Sun, Zheng Xie et al.
ICML 2024
Fact-Driven Logical Reasoning for Machine Reading Comprehension
Siru Ouyang, Zhuosheng Zhang, Hai Zhao
AAAI 2024paperarXiv:2105.10334
7
citations
Language Model Guided Interpretable Video Action Reasoning
Ning Wang, Guangming Zhu, Hongsheng Li et al.
CVPR 2024arXiv:2404.01591
7
citations
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction
Monika Jain, Raghava Mutharaju, Ramakanth Kavuluru et al.
AAAI 2024paperarXiv:2401.11800
17
citations
Take A Step Back: Rethinking the Two Stages in Visual Reasoning
Mingyu Zhang, Jiting Cai, Mingyu Liu et al.
ECCV 2024arXiv:2407.19666
9
citations
TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning
Siheng Xiong, Yuan Yang, Ali Payani et al.
AAAI 2024paperarXiv:2312.15816
56
citations