ReverseMath: Answer Inversion for Scalable and Verifiable Mathematical Problem Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Raoyuan, Liu, Yihong, Du, Yupei, Schütze, Hinrich, Hedderich, Michael A. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners
by: Liu, Yihong, et al.
Published: (2026)
by: Liu, Yihong, et al.
Published: (2026)
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
by: Liu, Yihong, et al.
Published: (2026)
by: Liu, Yihong, et al.
Published: (2026)
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
by: Zhao, Raoyuan, et al.
Published: (2025)
by: Zhao, Raoyuan, et al.
Published: (2025)
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors
by: Zhao, Raoyuan, et al.
Published: (2025)
by: Zhao, Raoyuan, et al.
Published: (2025)
Beyond Input Understanding: Diagnosing Multilingual Mathematical Reasoning with Directed Acyclic Trace Graphs
by: Zhang, Jiaqiao, et al.
Published: (2026)
by: Zhang, Jiaqiao, et al.
Published: (2026)
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing
by: Zhao, Raoyuan, et al.
Published: (2025)
by: Zhao, Raoyuan, et al.
Published: (2025)
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists
by: Zhao, Raoyuan, et al.
Published: (2024)
by: Zhao, Raoyuan, et al.
Published: (2024)
MAKIEval: A Multilingual Automatic WiKidata-based Framework for Cultural Awareness Evaluation for LLMs
by: Zhao, Raoyuan, et al.
Published: (2025)
by: Zhao, Raoyuan, et al.
Published: (2025)
Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models
by: Liu, Yihong, et al.
Published: (2026)
by: Liu, Yihong, et al.
Published: (2026)
Why Better Cross-Lingual Alignment Fails for Better Cross-Lingual Transfer: Case of Encoders
by: Veitsman, Yana, et al.
Published: (2026)
by: Veitsman, Yana, et al.
Published: (2026)
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
by: Xhelili, Orgest, et al.
Published: (2024)
by: Xhelili, Orgest, et al.
Published: (2024)
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
by: Lan, Jian, et al.
Published: (2025)
by: Lan, Jian, et al.
Published: (2025)
Left, Right, or Center? Evaluating LLM Framing in News Classification and Generation
by: Kennedy, Molly, et al.
Published: (2026)
by: Kennedy, Molly, et al.
Published: (2026)
Relational Linearity is a Predictor of Hallucinations
by: Lu, Yuetian, et al.
Published: (2026)
by: Lu, Yuetian, et al.
Published: (2026)
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization
by: Özeren, Enes, et al.
Published: (2025)
by: Özeren, Enes, et al.
Published: (2025)
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
by: Liu, Yihong, et al.
Published: (2024)
by: Liu, Yihong, et al.
Published: (2024)
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models
by: Liu, Yihong, et al.
Published: (2024)
by: Liu, Yihong, et al.
Published: (2024)
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining
by: Liu, Yihong, et al.
Published: (2023)
by: Liu, Yihong, et al.
Published: (2023)
On the Entity-Level Alignment in Crosslingual Consistency
by: Liu, Yihong, et al.
Published: (2025)
by: Liu, Yihong, et al.
Published: (2025)
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding
by: Feng, Qi, et al.
Published: (2025)
by: Feng, Qi, et al.
Published: (2025)
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer
by: Ye, Haotian, et al.
Published: (2024)
by: Ye, Haotian, et al.
Published: (2024)
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
by: Ma, Chunlan, et al.
Published: (2024)
by: Ma, Chunlan, et al.
Published: (2024)
How Programming Concepts and Neurons Are Shared in Code Language Models
by: Kargaran, Amir Hossein, et al.
Published: (2025)
by: Kargaran, Amir Hossein, et al.
Published: (2025)
What's the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns
by: Hedderich, Michael A., et al.
Published: (2025)
by: Hedderich, Michael A., et al.
Published: (2025)
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu
by: Pei, Renhao, et al.
Published: (2025)
by: Pei, Renhao, et al.
Published: (2025)
LangSAMP: Language-Script Aware Multilingual Pretraining
by: Liu, Yihong, et al.
Published: (2024)
by: Liu, Yihong, et al.
Published: (2024)
Refusal Direction is Universal Across Safety-Aligned Languages
by: Wang, Xinpeng, et al.
Published: (2025)
by: Wang, Xinpeng, et al.
Published: (2025)
SAND-Math: Using LLMs to Generate Novel, Difficult and Useful Mathematics Questions and Answers
by: Manem, Chaitanya, et al.
Published: (2025)
by: Manem, Chaitanya, et al.
Published: (2025)
Enhancing Robustness of Autoregressive Language Models against Orthographic Attacks via Pixel-based Approach
by: Yang, Han, et al.
Published: (2025)
by: Yang, Han, et al.
Published: (2025)
GKnow: Measuring the Entanglement of Gender Bias and Factual Gender
by: Veloso, Leonor, et al.
Published: (2026)
by: Veloso, Leonor, et al.
Published: (2026)
Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations
by: Xia, Yuxi, et al.
Published: (2026)
by: Xia, Yuxi, et al.
Published: (2026)
LongForm: Effective Instruction Tuning with Reverse Instructions
by: Köksal, Abdullatif, et al.
Published: (2023)
by: Köksal, Abdullatif, et al.
Published: (2023)
GLUScope: A Tool for Analyzing GLU Neurons in Transformer Language Models
by: Gerstner, Sebastian, et al.
Published: (2026)
by: Gerstner, Sebastian, et al.
Published: (2026)
Understanding Gated Neurons in Transformers from Their Input-Output Functionality
by: Gerstner, Sebastian, et al.
Published: (2025)
by: Gerstner, Sebastian, et al.
Published: (2025)
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
by: Wang, Mingyang, et al.
Published: (2025)
by: Wang, Mingyang, et al.
Published: (2025)
MathEDU: Feedback Generation on Problem-Solving Processes for Mathematical Learning Support
by: Hsu, Wei-Ling, et al.
Published: (2025)
by: Hsu, Wei-Ling, et al.
Published: (2025)
RET-LLM: Towards a General Read-Write Memory for Large Language Models
by: Modarressi, Ali, et al.
Published: (2023)
by: Modarressi, Ali, et al.
Published: (2023)
The Anatomy of an Edit: Mechanism-Guided Activation Steering for Knowledge Editing
by: Cao, Yuan, et al.
Published: (2026)
by: Cao, Yuan, et al.
Published: (2026)
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models
by: Nie, Ercong, et al.
Published: (2025)
by: Nie, Ercong, et al.
Published: (2025)
Consistent Document-Level Relation Extraction via Counterfactuals
by: Modarressi, Ali, et al.
Published: (2024)
by: Modarressi, Ali, et al.
Published: (2024)
Similar Items
-
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners
by: Liu, Yihong, et al.
Published: (2026) -
Crosslingual On-Policy Self-Distillation for Multilingual Reasoning
by: Liu, Yihong, et al.
Published: (2026) -
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
by: Zhao, Raoyuan, et al.
Published: (2025) -
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors
by: Zhao, Raoyuan, et al.
Published: (2025) -
Beyond Input Understanding: Diagnosing Multilingual Mathematical Reasoning with Directed Acyclic Trace Graphs
by: Zhang, Jiaqiao, et al.
Published: (2026)