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language-specific neuron

6 papers

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large language model (3) multilingual capability (2) neuron analysis (2) multilingual model (2) low-resource language (2) multilingual processing (2) cross-lingual transfer (2) neuron activation (1) multilingual alignment (1) language neuron (1)

Papers

How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective AAAI 2026 Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer NAACL 2025 Unveiling the Influence of Amplifying Language-Specific Neurons IJCNLP 2025 How do Large Language Models Handle Multilingualism? NeurIPS 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons NAACL 2024