conftrace_

geometry problem solving

15 papers

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Also known as

GPS

Co-occurring keywords

mathematical reasoning (407) multimodal large language model (966) theorem prediction (4) multi-modal reasoning (24) symbolic reasoning (189) visual reasoning (493) formal language (78) multimodal reasoning (197) graph neural network (3962) neural network (6616)

Papers

A Survey of Deep Learning for Geometry Problem Solving ACL 2026
GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines ACL 2026
Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving AAAI 2026
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information ICCV 2025
E-GPS: Explainable Geometry Problem Solving via Top-Down Solver and Bottom-Up Generator CVPR 2024
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 2024
GOLD: Geometry Problem Solver with Natural Language Description NAACL 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram IJCAI 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression EMNLP 2022
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning ACL 2021
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning IJCNLP 2021
From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems EMNLP 2017