Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting
Black-box Language Models with Knowledge Graphs

Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs

31 July 2024

Anil Ramakrishna

Ninareh Mehrabi

Papers citing "Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs"

9 / 9 papers shown

Title
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering Xiao Long Liansheng Zhuang Chen Shen Shaotian Yan Yifei Li Shafei Wang RALM LRM 2 0 0 18 May 2025
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs Elan Markowitz Krupa Galiya Greg Ver Steeg Aram Galstyan 33 0 0 09 Apr 2025
Grounding LLM Reasoning with Knowledge Graphs Alfonso Amayuelas Joy Prakash Sain Simerjot Kaur Charese Smiley 80 0 0 18 Feb 2025
LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration Yukun Cao Zengyi Gao Zehan Li Xike Xie S.Kevin Zhou Jianliang Xu 44 1 0 20 Jan 2025
Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains Keliang Li Tianhua Zhang Xixin Wu Hongyin Luo James Glass Helen Meng 36 0 0 24 Oct 2024
Few-shot In-context Learning for Knowledge Base Question Answering Tianle Li Xueguang Ma Alex Zhuang Yu Gu Yu-Chuan Su Wenhu Chen 99 77 0 02 May 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 273 2,510 0 06 Oct 2022
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals Gaole He Yunshi Lan Jing Jiang Wayne Xin Zhao Ji-Rong Wen 120 187 0 11 Jan 2021
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019