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Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

10 May 2021

Xiaodan Liang

Papers citing "Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning"

50 / 238 papers shown

Vision-G1: Towards General Vision Language Reasoning with Multi-Domain Data Curation

119

18 Aug 2025

LangVision-LoRA-NAS: Neural Architecture Search for Variable LoRA Rank in Vision Language ModelsInternational Conference on Information Photonics (ICIP), 2025

Krishna Teja Chitty-Venkata

M. Emani

V. Vishwanath

VLM

17 Aug 2025

We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning

...

140

14 Aug 2025

BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning

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137

13 Aug 2025

Bridging Formal Language with Chain-of-Thought Reasoning to Geometry Problem Solving

127

12 Aug 2025

STELAR-VISION: Self-Topology-Aware Efficient Learning for Aligned Reasoning in Vision

Anudeepsekhar Bolimera

Marios Savvides

LRM VLM

100

12 Aug 2025

Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle

157

07 Aug 2025

GanitBench: A bi-lingual benchmark for evaluating mathematical reasoning in Vision Language ModelsInternational Conference on Recent Advances in Information Technology (ICRAIT), 2025

Ashutosh Bandooni

Brindha Subburaj

VLM LRM

121

31 Jul 2025

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning

...

262

30 Jul 2025

FairReason: Balancing Reasoning and Social Bias in MLLMs

249

30 Jul 2025

MMAT-1M: A Large Reasoning Dataset for Multimodal Agent Tuning

275

29 Jul 2025

Geometric-Mean Policy Optimization

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272

28 Jul 2025

MathOPEval: A Fine-grained Evaluation Benchmark for Visual Operations of MLLMs in Mathematical Reasoning

192

24 Jul 2025

C2-Evo: Co-Evolving Multimodal Data and Model for Self-Improving Reasoning

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190

22 Jul 2025

A Survey of Deep Learning for Geometry Problem Solving

Jianzhe Ma

Wenxuan Wang

Qin Jin

467

16 Jul 2025

Perception-Aware Policy Optimization for Multimodal Reasoning

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423

08 Jul 2025

Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training

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245

07 Jul 2025

Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?

310

07 Jul 2025

Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning

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226

07 Jul 2025

From Answers to Rationales: Self-Aligning Multimodal Reasoning with Answer-Oriented Chain-of-Thought

165

01 Jul 2025

EFRame: Deeper Reasoning via Exploration-Filter-Replay Reinforcement Learning Framework

382

27 Jun 2025

ReDit: Reward Dithering for Improved LLM Policy Optimization

304

23 Jun 2025

GeoSDF: Plane Geometry Diagram Synthesis via Signed Distance Field

239

16 Jun 2025

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design

161

16 Jun 2025

EasyARC: Evaluating Vision Language Models on True Visual Reasoning

Mert Unsal

Aylin Akkus

VLM LRM

168

13 Jun 2025

Revisiting Visual Understanding in Multimodal Reasoning through a Lens of Image Perturbation

306

11 Jun 2025

Athena: Enhancing Multimodal Reasoning with Data-efficient Process Reward Models

341

11 Jun 2025

Evaluating Visual Mathematics in Multimodal LLMs: A Multilingual Benchmark Based on the Kangaroo Tests

Jose P. García Sabater

Marius J. Fullana i Alfonso

J. Alberto Conejero

LRM

195

09 Jun 2025

GeometryZero: Improving Geometry Solving for LLM with Group Contrastive Policy Optimization

245

08 Jun 2025

CoMemo: LVLMs Need Image Context with Image Memory

219

06 Jun 2025

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems?

240

06 Jun 2025

Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations

237

05 Jun 2025

Towards Geometry Problem Solving in the Large Model Era: A Survey

211

03 Jun 2025

Qwen Look Again: Guiding Vision-Language Reasoning Models to Re-attention Visual Information

327

29 May 2025

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start

367

28 May 2025

DreamPRM: Domain-Reweighted Process Reward Model for Multimodal Reasoning

Qi Cao

Ruiyi Wang

Ruiyi Zhang

Sai Ashish Somayajula

P. Xie

LRM

428

26 May 2025

MMGeoLM: Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models

413

26 May 2025

FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities

396

26 May 2025

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models

440

24 May 2025

One RL to See Them All: Visual Triple Unified Reinforcement Learning

442

23 May 2025

NeSyGeo: A Neuro-Symbolic Framework for Multimodal Geometric Reasoning Data Generation

306

21 May 2025

Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey

274

20 May 2025

Adaptive Markup Language Generation for Contextually-Grounded Visual Document UnderstandingComputer Vision and Pattern Recognition (CVPR), 2025

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257

08 May 2025

Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning

W. L. Xiao

Yaoyao Yu

ReLM LRM AI4CE

1.1K

25 Apr 2025

TrustGeoGen: Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving

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410

22 Apr 2025

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark

402

20 Apr 2025

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

726

466

18 Apr 2025

NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation

1.3K

17 Apr 2025

Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration

229

17 Apr 2025

GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning

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1.0K

17 Apr 2025