Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning

30 October 2022

Papers citing "Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning"

24 / 24 papers shown

Title
A Call for New Recipes to Enhance Spatial Reasoning in MLLMs Huanyu Zhang Chengzu Li Wenshan Wu Shaoguang Mao Yan Xia Ivan Vulić Z. Zhang Liang Wang T. Tan Furu Wei LRM 34 1 0 21 Apr 2025
Dynamic Path Navigation for Motion Agents with LLM Reasoning Yubo Zhao Qi Wu Yifan Wang Yu-Wing Tai Chi-Keung Tang LRM LLMAG 158 0 0 10 Mar 2025
FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks Tanawan Premsri Parisa Kordjamshidi 43 1 0 25 Feb 2025
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference Under Ambiguities Zheyuan Zhang Fengyuan Hu Jayjun Lee Freda Shi Parisa Kordjamshidi Joyce Chai Ziqiao Ma 53 11 0 22 Oct 2024
A LLM Benchmark based on the Minecraft Builder Dialog Agent Task Chris Madge Massimo Poesio LLMAG 30 2 0 17 Jul 2024
A Review of the Applications of Deep Learning-Based Emergent Communication Brendon Boldt David R. Mortensen VLM 27 6 0 03 Jul 2024
STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis Wenbin Li Di Yao Ruibo Zhao Wenjie Chen Zijie Xu Chengxue Luo Chang Gong Quanliang Jing Haining Tan Jingping Bi 35 2 0 27 Jun 2024
CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jie Feng Yuwei Du Tianhui Liu Siqi Guo Yuming Lin Yong Li 43 11 0 20 Jun 2024
Neuro-symbolic Training for Reasoning over Spatial Language Tanawan Premsri Parisa Kordjamshidi NAI LRM 45 6 0 19 Jun 2024
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models Md Imbesat Hassan Rizvi Xiaodan Zhu Iryna Gurevych LRM 24 1 0 07 Jun 2024
TopViewRS: Vision-Language Models as Top-View Spatial Reasoners Chengzu Li Caiqi Zhang Han Zhou Nigel Collier Anna Korhonen Ivan Vulić LRM 34 15 0 04 Jun 2024
Limits of Deep Learning: Sequence Modeling through the Lens of Complexity Theory Nikola Zubić Federico Soldá Aurelio Sulser Davide Scaramuzza LRM BDL 50 5 0 26 May 2024
Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning Fangjun Li David C. Hogg Anthony G. Cohn LRM 29 5 0 23 May 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 54 19 0 04 Apr 2024
Grounding Spatial Relations in Text-Only Language Models Gorka Azkune Ander Salaberria Eneko Agirre 34 0 0 20 Mar 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 70 26 0 25 Jan 2024
Advancing Spatial Reasoning in Large Language Models: An In-Depth Evaluation and Enhancement Using the StepGame Benchmark Fangjun Li David C. Hogg Anthony G. Cohn LRM 41 25 0 08 Jan 2024
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning Roshanak Mirzaee Parisa Kordjamshidi LRM 21 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
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Seonghyeon Ye Doyoung Kim Sungdong Kim Hyeonbin Hwang Seungone Kim Yongrae Jo James Thorne Juho Kim Minjoon Seo ALM 35 97 0 20 Jul 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 30 50 0 15 Jul 2023
A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity Yejin Bang Samuel Cahyawijaya Nayeon Lee Wenliang Dai Dan Su ... Tiezheng Yu Willy Chung Quyet V. Do Yan Xu Pascale Fung ReLM LRM 18 1,333 0 08 Feb 2023
RuleBert: Teaching Soft Rules to Pre-trained Language Models Mohammed Saeed N. Ahmadi Preslav Nakov Paolo Papotti LRM 245 31 0 24 Sep 2021
Spatial Reasoning from Natural Language Instructions for Robot Manipulation S. Gubbi Anirban Biswas Raviteja Upadrashta V. Srinivasan Partha P. Talukdar B. Amrutur LM&Ro LRM 48 29 0 26 Dec 2020