Can LLM Graph Reasoning Generalize beyond Pattern Memorization?

Can LLM Graph Reasoning Generalize beyond Pattern Memorization?

23 June 2024

Yizhuo Zhang

Papers citing "Can LLM Graph Reasoning Generalize beyond Pattern Memorization?"

7 / 7 papers shown

Title
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation Y. Wang Xinnan Dai Wenqi Fan Yao Ma 67 1 0 26 Feb 2025
VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context Yunxin Li Baotian Hu Haoyuan Shi Wei Wang Longyue Wang Min-Ling Zhang LRM 27 12 0 08 May 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering Wei Zhou Mohsen Mesgar Heike Adel Annemarie Friedrich LMTD 48 6 0 29 Apr 2024
DELL: Generating Reactions and Explanations for LLM-Based Misinformation Detection Herun Wan Shangbin Feng Zhaoxuan Tan Heng Wang Yulia Tsvetkov Minnan Luo 59 27 0 16 Feb 2024
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 94 37 0 02 Oct 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 242 460 0 06 Jan 2021