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?"

8 / 8 papers shown

Title
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 105 1 0 16 Mar 2025
Dolma: an Open Corpus of Three Trillion Tokens for Language Model Pretraining Research Luca Soldaini Rodney Michael Kinney Akshita Bhagia Dustin Schwenk David Atkinson ... Hanna Hajishirzi Iz Beltagy Dirk Groeneveld Jesse Dodge Kyle Lo 56 255 0 31 Jan 2024
Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens Jiacheng Liu Sewon Min Luke Zettlemoyer Yejin Choi Hannaneh Hajishirzi 84 54 0 30 Jan 2024
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 128 77 0 02 Oct 2023
Language is All a Graph Needs Ruosong Ye Caiqi Zhang Runhui Wang Shuyuan Xu Yongfeng Zhang AI4CE 90 156 0 14 Aug 2023
Deductive Additivity for Planning of Natural Language Proofs Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 51 4 0 05 Jul 2023
Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions E. Zelikman Qian Huang Gabriel Poesia Noah D. Goodman Nick Haber ReLM LRM 46 56 0 20 Dec 2022
Language Models of Code are Few-Shot Commonsense Learners Aman Madaan Shuyan Zhou Uri Alon Yiming Yang Graham Neubig ReLM LRM 73 212 0 13 Oct 2022