Large Language Models are Limited in Out-of-Context Knowledge Reasoning
Fuente:
arXiv
Guardado en:
| Autores principales: | Hu, Peng, Gao, Changjiang, Gao, Ruiqi, Chen, Jiajun, Huang, Shujian |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models
por: Gao, Changjiang, et al.
Publicado: (2024)
por: Gao, Changjiang, et al.
Publicado: (2024)
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
por: Hu, Peng, et al.
Publicado: (2024)
por: Hu, Peng, et al.
Publicado: (2024)
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
por: Gao, Changjiang, et al.
Publicado: (2024)
por: Gao, Changjiang, et al.
Publicado: (2024)
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
por: Gao, Changjiang, et al.
Publicado: (2026)
por: Gao, Changjiang, et al.
Publicado: (2026)
Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation
por: Dang, Renfei, et al.
Publicado: (2025)
por: Dang, Renfei, et al.
Publicado: (2025)
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
por: Zhang, Shimao, et al.
Publicado: (2024)
por: Zhang, Shimao, et al.
Publicado: (2024)
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge
por: Li, Jiahuan, et al.
Publicado: (2024)
por: Li, Jiahuan, et al.
Publicado: (2024)
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation
por: Li, Jiahuan, et al.
Publicado: (2024)
por: Li, Jiahuan, et al.
Publicado: (2024)
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
por: Gao, Changjiang, et al.
Publicado: (2025)
por: Gao, Changjiang, et al.
Publicado: (2025)
LLaMAX2: Your Translation-Enhanced Model also Performs Well in Reasoning
por: Gao, Changjiang, et al.
Publicado: (2025)
por: Gao, Changjiang, et al.
Publicado: (2025)
Could Thinking Multilingually Empower LLM Reasoning?
por: Gao, Changjiang, et al.
Publicado: (2025)
por: Gao, Changjiang, et al.
Publicado: (2025)
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models
por: She, Shuaijie, et al.
Publicado: (2023)
por: She, Shuaijie, et al.
Publicado: (2023)
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions
por: Li, Jiahuan, et al.
Publicado: (2023)
por: Li, Jiahuan, et al.
Publicado: (2023)
Out-of-Context Reasoning in Large Language Models
por: Shaki, Jonathan, et al.
Publicado: (2025)
por: Shaki, Jonathan, et al.
Publicado: (2025)
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models
por: Ding, Peng, et al.
Publicado: (2025)
por: Ding, Peng, et al.
Publicado: (2025)
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
por: Huang, Xu, et al.
Publicado: (2024)
por: Huang, Xu, et al.
Publicado: (2024)
R-PRM: Reasoning-Driven Process Reward Modeling
por: She, Shuaijie, et al.
Publicado: (2025)
por: She, Shuaijie, et al.
Publicado: (2025)
TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoning
por: Huang, Xu, et al.
Publicado: (2026)
por: Huang, Xu, et al.
Publicado: (2026)
A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily
por: Ding, Peng, et al.
Publicado: (2023)
por: Ding, Peng, et al.
Publicado: (2023)
Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
por: Zou, Wei, et al.
Publicado: (2025)
por: Zou, Wei, et al.
Publicado: (2025)
Extend Adversarial Policy Against Neural Machine Translation via Unknown Token
por: Zou, Wei, et al.
Publicado: (2025)
por: Zou, Wei, et al.
Publicado: (2025)
Enhancing Knowledge Distillation of Large Language Models through Efficient Multi-Modal Distribution Alignment
por: Peng, Tianyu, et al.
Publicado: (2024)
por: Peng, Tianyu, et al.
Publicado: (2024)
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis
por: Zhu, Wenhao, et al.
Publicado: (2023)
por: Zhu, Wenhao, et al.
Publicado: (2023)
Question Translation Training for Better Multilingual Reasoning
por: Zhu, Wenhao, et al.
Publicado: (2024)
por: Zhu, Wenhao, et al.
Publicado: (2024)
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing
por: Zhou, Hao, et al.
Publicado: (2024)
por: Zhou, Hao, et al.
Publicado: (2024)
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights
por: Zhu, Wenhao, et al.
Publicado: (2024)
por: Zhu, Wenhao, et al.
Publicado: (2024)
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
por: Xu, Haoran, et al.
Publicado: (2025)
por: Xu, Haoran, et al.
Publicado: (2025)
EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling
por: Zhang, Shimao, et al.
Publicado: (2024)
por: Zhang, Shimao, et al.
Publicado: (2024)
Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning
por: Zhu, Wenhao, et al.
Publicado: (2025)
por: Zhu, Wenhao, et al.
Publicado: (2025)
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers
por: Chen, Xin, et al.
Publicado: (2026)
por: Chen, Xin, et al.
Publicado: (2026)
Extroversion or Introversion? Controlling The Personality of Your Large Language Models
por: Chen, Yanquan, et al.
Publicado: (2024)
por: Chen, Yanquan, et al.
Publicado: (2024)
Multi-Candidate Speculative Decoding
por: Yang, Sen, et al.
Publicado: (2024)
por: Yang, Sen, et al.
Publicado: (2024)
Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
por: Wang, Yuqi, et al.
Publicado: (2024)
por: Wang, Yuqi, et al.
Publicado: (2024)
Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models
por: Wang, Yuhui, et al.
Publicado: (2025)
por: Wang, Yuhui, et al.
Publicado: (2025)
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
por: Wang, Jianing, et al.
Publicado: (2023)
por: Wang, Jianing, et al.
Publicado: (2023)
Long-Context Language Modeling with Parallel Context Encoding
por: Yen, Howard, et al.
Publicado: (2024)
por: Yen, Howard, et al.
Publicado: (2024)
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
por: Huang, Xu, et al.
Publicado: (2025)
por: Huang, Xu, et al.
Publicado: (2025)
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping
por: Zhu, Wenhao, et al.
Publicado: (2024)
por: Zhu, Wenhao, et al.
Publicado: (2024)
MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization
por: She, Shuaijie, et al.
Publicado: (2024)
por: She, Shuaijie, et al.
Publicado: (2024)
Reasoning Factual Knowledge in Structured Data with Large Language Models
por: Huang, Sirui, et al.
Publicado: (2024)
por: Huang, Sirui, et al.
Publicado: (2024)
Ejemplares similares
-
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models
por: Gao, Changjiang, et al.
Publicado: (2024) -
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
por: Hu, Peng, et al.
Publicado: (2024) -
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly
por: Gao, Changjiang, et al.
Publicado: (2024) -
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection
por: Gao, Changjiang, et al.
Publicado: (2026) -
Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis and Interpretation
por: Dang, Renfei, et al.
Publicado: (2025)