conftrace_

multilingual reasoning

39 papers

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Co-occurring keywords

large language model (13587) cross-lingual transfer (1477) reinforcement learning (4352) low-resource language (2273) chain of thought (285) cross-lingual reasoning (19) transfer learning (5449) code generation (746) chain-of-thought reasoning (551) reasoning trace (43)

Papers

Gained in Translation: Privileged Pairwise Judges Enhance Multilingual Reasoning ACL 2026
Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding AAAI 2026
Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering ACL 2026
The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI EACL 2026
Cards Against Contamination: TCG-Bench for Difficulty-Scalable Multilingual LLM Reasoning EACL 2026
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages EACL 2026
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance ACL 2026
CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning ACL 2026
Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026
Can Activation Steering Generalize Across Languages? A Study on Syllogistic Reasoning in Language Models EACL 2026
Can LLMs reason over extended multilingual contexts? Towards long-context evaluation beyond retrieval over haystacks EACL 2026
MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026
EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025
Demystifying Multilingual Reasoning in Process Reward Modeling EMNLP 2025
Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap EMNLP 2025
A Survey of Multilingual Reasoning in Language Models EMNLP 2025
R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025
When natural language is not enough: The limits of in-context learning demonstrations in multilingual reasoning NAACL 2025
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models EMNLP 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction AACL 2025
Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction IJCNLP 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025
Thai Winograd Schemas: A Benchmark for Thai Commonsense Reasoning COLING 2025
Multilingual Reasoning via Self-training NAACL 2025