multilingual capability

EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context ACL 2026 How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective AAAI 2026 DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers ACL 2025 Just Go Parallel: Improving the Multilingual Capabilities of Large Language Models ACL 2025 On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025 P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs EMNLP 2025 Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025 The Linguistic Connectivities Within Large Language Models ACL 2025 The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model ICLR 2025 Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders ACL 2025 Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages ACL 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023