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

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments ACL 2025
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025
When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy EMNLP 2025
Eliciting Better Multilingual Structured Reasoning from LLMs through Code ACL 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NIPS 2024
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping EMNLP 2024
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization ACL 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Question Translation Training for Better Multilingual Reasoning ACL 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024
An Empirical Study of Multilingual Reasoning Distillation for Question Answering EMNLP 2024
Visually Grounded Reasoning across Languages and Cultures EMNLP 2021