conftrace_

geometry problem solving

15 papers

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Also known as

GPS

Co-occurring keywords · papers mentioning both

mathematical reasoning (6) multimodal reasoning (4) multimodal large language model (3) multimodal learning (3) visual reasoning (2) theorem prediction (2) large language model (2) graph neural network (2) neural network (2) diagram understanding (2)

Papers

A Survey of Deep Learning for Geometry Problem Solving ACL 2026 Encode Geometric Diagram as Geo-Graph in Geometry Problem Solving AAAI 2026 GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines ACL 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 GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ACL 2024 GOLD: Geometry Problem Solver with Natural Language Description NAACL 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process IJCAI 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 From Textbooks to Knowledge: A Case Study in Harvesting Axiomatic Knowledge from Textbooks to Solve Geometry Problems EMNLP 2017