StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts

18 April 2022

Papers citing "StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts"

17 / 17 papers shown

Title
Benchmarking Systematic Relational Reasoning with Large Language and Reasoning Models Irtaza Khalid Amir Masoud Nourollah Steven Schockaert LRM 40 0 0 30 Mar 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 122 5 0 26 Feb 2025
Reasoning Bias of Next Token Prediction Training Pengxiao Lin Zhongwang Zhang Zhi-Qin John Xu LRM 94 2 0 21 Feb 2025
GRASP: A Grid-Based Benchmark for Evaluating Commonsense Spatial Reasoning Zhisheng Tang M. Kejriwal LRM 56 3 0 20 Jan 2025
Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data Jiaming Zhou Abbas Ghaddar Ge Zhang Liheng Ma Yaochen Hu Soumyasundar Pal Mark J. Coates Bin Wang Yingxue Zhang Jianye Hao ReLM LRM 39 4 0 19 Sep 2024
Neuro-symbolic Training for Reasoning over Spatial Language Tanawan Premsri Parisa Kordjamshidi NAI LRM 48 6 0 19 Jun 2024
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models Wenshan Wu Shaoguang Mao Yadong Zhang Yan Xia Li Dong Lei Cui Furu Wei LRM 56 19 0 04 Apr 2024
Stable LM 2 1.6B Technical Report Marco Bellagente J. Tow Dakota Mahan Duy Phung Maksym Zhuravinskyi ... Paulo Rocha Harry Saini H. Teufel Niccoló Zanichelli Carlos Riquelme OSLM 36 52 0 27 Feb 2024
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning Roshanak Mirzaee Parisa Kordjamshidi LRM 27 7 0 25 Oct 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text Shuaiyi Li Yang Deng Wai Lam 30 2 0 19 Oct 2023
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 33 1 0 14 Oct 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 33 51 0 15 Jul 2023
Solving Dialogue Grounding Embodied Task in a Simulated Environment using Further Masked Language Modeling Weijie Zhang 27 0 0 21 Jun 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 36 73 0 07 Jun 2023
Rethinking Semi-supervised Learning with Language Models Zhengxiang Shi Francesco Tonolini Nikolaos Aletras Emine Yilmaz G. Kazai Yunlong Jiao 32 18 0 22 May 2023
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning Roshanak Mirzaee Parisa Kordjamshidi SyDa LRM 18 33 0 30 Oct 2022
Learning to Execute Actions or Ask Clarification Questions Zhengxiang Shi Yue Feng Aldo Lipani LM&Ro 16 44 0 18 Apr 2022