Imagen de Portada

AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zheng, Weihua, Huang, Xin, Liu, Zhengyuan, Vangani, Tarun Kumar, Zou, Bowei, Tao, Xiyan, Wu, Yuhao, Aw, Ai Ti, Chen, Nancy F., Lee, Roy Ka-Wei
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation
por: Zheng, Weihua, et al.
Publicado: (2025)

MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish
por: Huang, Xin, et al.
Publicado: (2024)

Improving Multilingual Social Media Insights: Aspect-based Comment Analysis
por: Zhang, Longyin, et al.
Publicado: (2025)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
por: Wang, Bin, et al.
Publicado: (2023)

Bridging Linguistic Gaps: Cross-Lingual Mapping in Pre-Training and Dataset for Enhanced Multilingual LLM Performance
por: Zheng, Weihua, et al.
Publicado: (2026)

Tool-MCoT: Tool Augmented Multimodal Chain-of-Thought for Content Safety Moderation
por: Zhang, Shutong, et al.
Publicado: (2026)

MCoT-MVS: Multi-level Vision Selection by Multi-modal Chain-of-Thought Reasoning for Composed Image Retrieval
por: Ge, Xuri, et al.
Publicado: (2026)

Conversational Orientation Reasoning: Egocentric-to-Allocentric Navigation with Multimodal Chain-of-Thought
por: Huang, Yu Ti
Publicado: (2025)

AudioBench: A Universal Benchmark for Audio Large Language Models
por: Wang, Bin, et al.
Publicado: (2024)

MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond
por: Huzaifah, Muhammad, et al.
Publicado: (2024)

Rethinking Chain-of-Thought Reasoning for Videos
por: Zhong, Yiwu, et al.
Publicado: (2025)

Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models
por: Qi, Jirui, et al.
Publicado: (2023)

Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments
por: Payoungkhamdee, Patomporn, et al.
Publicado: (2025)

MCoT-RE: Multi-Faceted Chain-of-Thought and Re-Ranking for Training-Free Zero-Shot Composed Image Retrieval
por: Park, Jeong-Woo, et al.
Publicado: (2025)

Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs
por: Zhu, Shaojie, et al.
Publicado: (2023)

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning
por: Lou, Chenwei, et al.
Publicado: (2025)

When Language Shapes Thought: Cross-Lingual Transfer of Factual Knowledge in Question Answering
por: Kang, Eojin, et al.
Publicado: (2025)

Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation
por: Wang, Qiongqiong, et al.
Publicado: (2025)

The Kinetics of Reasoning: How Chain-of-Thought Shapes Learning in Transformers?
por: Pengmei, Zihan, et al.
Publicado: (2025)

Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought
por: Son, Guijin, et al.
Publicado: (2025)

MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models
por: He, Yingxu, et al.
Publicado: (2024)

IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models
por: Gao, Yiming, et al.
Publicado: (2025)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
por: Lin, Geyu, et al.
Publicado: (2024)

CoT-Seg: Rethinking Segmentation with Chain-of-Thought Reasoning and Self-Correction
por: Kao, Shiu-hong, et al.
Publicado: (2026)

Rethinking Reasoning in Document Ranking: Why Chain-of-Thought Falls Short
por: Lu, Xuan, et al.
Publicado: (2025)

Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?
por: Ai, Xi, et al.
Publicado: (2025)

Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning
por: Wang, Libo
Publicado: (2025)

ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning
por: Liao, Jiaqi, et al.
Publicado: (2025)

Enhancing Interpretability in Software Change Management with Chain-of-Thought Reasoning
por: Sun, Yongqian, et al.
Publicado: (2025)

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders
por: Zhang, Wenyu, et al.
Publicado: (2024)

Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models
por: Wang, Bin, et al.
Publicado: (2025)

How Reliable is Multilingual LLM-as-a-Judge?
por: Fu, Xiyan, et al.
Publicado: (2025)

Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
por: Wang, Qiongqiong, et al.
Publicado: (2025)

CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards
por: Tian, Wei, et al.
Publicado: (2026)

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
por: Zhang, Wenyu, et al.
Publicado: (2025)

A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
por: Zhao, Raoyuan, et al.
Publicado: (2025)

Demystifying Multilingual Chain-of-Thought in Process Reward Modeling
por: Wang, Weixuan, et al.
Publicado: (2025)

Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
por: Sun, Renliang, et al.
Publicado: (2025)

Re-FORC: Adaptive Reward Prediction for Efficient Chain-of-Thought Reasoning
por: Zabounidis, Renos, et al.
Publicado: (2025)

Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
por: Quamar, Mohammad Atif, et al.
Publicado: (2025)