MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Nianqi, Liang, Zujie, Yuan, Siyu, Liang, Jiaqing, Wei, Feng, Xiao, Yanghua |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Past Meets Present: Creating Historical Analogy with Large Language Models
by: Li, Nianqi, et al.
Published: (2024)
by: Li, Nianqi, et al.
Published: (2024)
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
by: Yuan, Siyu, et al.
Published: (2023)
by: Yuan, Siyu, et al.
Published: (2023)
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
by: Zhang, Yikai, et al.
Published: (2024)
by: Zhang, Yikai, et al.
Published: (2024)
QUILL: Quotation Generation Enhancement of Large Language Models
by: Xiao, Jin, et al.
Published: (2024)
by: Xiao, Jin, et al.
Published: (2024)
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
by: Chen, Lida, et al.
Published: (2024)
by: Chen, Lida, et al.
Published: (2024)
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
by: He, Qianyu, et al.
Published: (2024)
by: He, Qianyu, et al.
Published: (2024)
Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
by: Li, Yanda, et al.
Published: (2024)
by: Li, Yanda, et al.
Published: (2024)
PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention
by: Chen, Lida, et al.
Published: (2025)
by: Chen, Lida, et al.
Published: (2025)
SEGMENT+: Long Text Processing with Short-Context Language Models
by: Shi, Wei, et al.
Published: (2024)
by: Shi, Wei, et al.
Published: (2024)
ConcEPT: Concept-Enhanced Pre-Training for Language Models
by: Wang, Xintao, et al.
Published: (2024)
by: Wang, Xintao, et al.
Published: (2024)
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
by: Huang, Yuncheng, et al.
Published: (2023)
by: Huang, Yuncheng, et al.
Published: (2023)
Laying the Foundation First? Investigating the Generalization from Atomic Skills to Complex Reasoning Tasks
by: Huang, Yuncheng, et al.
Published: (2024)
by: Huang, Yuncheng, et al.
Published: (2024)
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
by: Huang, Wenhao, et al.
Published: (2024)
by: Huang, Wenhao, et al.
Published: (2024)
Adaptive Ordered Information Extraction with Deep Reinforcement Learning
by: Huang, Wenhao, et al.
Published: (2023)
by: Huang, Wenhao, et al.
Published: (2023)
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
by: Ran, Yiting, et al.
Published: (2024)
by: Ran, Yiting, et al.
Published: (2024)
Structured Reasoning for Large Language Models
by: Han, Jinyi, et al.
Published: (2026)
by: Han, Jinyi, et al.
Published: (2026)
Enhancing Language Agent Strategic Reasoning through Self-Play in Adversarial Games
by: Zhang, Yikai, et al.
Published: (2025)
by: Zhang, Yikai, et al.
Published: (2025)
Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning
by: Li, Ziheng, et al.
Published: (2026)
by: Li, Ziheng, et al.
Published: (2026)
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
by: Zhang, Yifei, et al.
Published: (2024)
by: Zhang, Yifei, et al.
Published: (2024)
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction
by: Ding, Zepeng, et al.
Published: (2024)
by: Ding, Zepeng, et al.
Published: (2024)
Small Language Model Can Self-correct
by: Han, Haixia, et al.
Published: (2024)
by: Han, Haixia, et al.
Published: (2024)
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
by: He, Qianxi, et al.
Published: (2025)
by: He, Qianxi, et al.
Published: (2025)
Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience
by: Han, Haixia, et al.
Published: (2024)
by: Han, Haixia, et al.
Published: (2024)
SurveyAgent: A Conversational System for Personalized and Efficient Research Survey
by: Wang, Xintao, et al.
Published: (2024)
by: Wang, Xintao, et al.
Published: (2024)
BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation
by: Ran, Yiting, et al.
Published: (2025)
by: Ran, Yiting, et al.
Published: (2025)
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages
by: Liang, Siyu, et al.
Published: (2025)
by: Liang, Siyu, et al.
Published: (2025)
Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning
by: Huang, Chenxi, et al.
Published: (2025)
by: Huang, Chenxi, et al.
Published: (2025)
Can Pre-trained Language Models Understand Chinese Humor?
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection
by: Xiong, Feng, et al.
Published: (2024)
by: Xiong, Feng, et al.
Published: (2024)
I-MCTS: Enhancing Agentic AutoML via Introspective Monte Carlo Tree Search
by: Liang, Zujie, et al.
Published: (2025)
by: Liang, Zujie, et al.
Published: (2025)
NCL-BU at SemEval-2026 Task 3: Fine-tuning XLM-RoBERTa for Multilingual Dimensional Sentiment Regression
by: Wu, Tong, et al.
Published: (2026)
by: Wu, Tong, et al.
Published: (2026)
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
by: Ren, Qingyu, et al.
Published: (2025)
by: Ren, Qingyu, et al.
Published: (2025)
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
by: Zeng, Jie, et al.
Published: (2025)
by: Zeng, Jie, et al.
Published: (2025)
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation
by: Luo, Ziqin, et al.
Published: (2024)
by: Luo, Ziqin, et al.
Published: (2024)
CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
by: Zhao, Haokun, et al.
Published: (2024)
by: Zhao, Haokun, et al.
Published: (2024)
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset
by: Wang, Haoyu, et al.
Published: (2024)
by: Wang, Haoyu, et al.
Published: (2024)
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation
by: Han, Jinyi, et al.
Published: (2025)
by: Han, Jinyi, et al.
Published: (2025)
BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment
by: Zhang, Shaolei, et al.
Published: (2024)
by: Zhang, Shaolei, et al.
Published: (2024)
What Makes an Ideal Quote? Recommending "Unexpected yet Rational" Quotations via Novelty
by: Zhang, Bowei, et al.
Published: (2025)
by: Zhang, Bowei, et al.
Published: (2025)
Similar Items
-
Past Meets Present: Creating Historical Analogy with Large Language Models
by: Li, Nianqi, et al.
Published: (2024) -
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
by: Yuan, Siyu, et al.
Published: (2023) -
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
by: Zhang, Yikai, et al.
Published: (2024) -
QUILL: Quotation Generation Enhancement of Large Language Models
by: Xiao, Jin, et al.
Published: (2024) -
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
by: Chen, Lida, et al.
Published: (2024)