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Multilingual NLP

4508 directly classified papers

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Papers

COSMMIC: Comment-Sensitive Multimodal Multilingual Indian Corpus for Summarization and Headline Generation ACL 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025
MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025
KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan ACL 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025
Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages ACL 2025
Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT) ACL 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025
Minimal Pair-Based Evaluation of Code-Switching ACL 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025
CULEMO: Cultural Lenses on Emotion - Benchmarking LLMs for Cross-Cultural Emotion Understanding ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension ACL 2025
Disentangling Language and Culture for Evaluating Multilingual Large Language Models ACL 2025
CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis ACL 2025
TUMLU: A Unified and Native Language Understanding Benchmark for Turkic Languages ACL 2025
From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning ACL 2025
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language ACL 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
Cultural Bias Matters: A Cross-Cultural Benchmark Dataset and Sentiment-Enriched Model for Understanding Multimodal Metaphors ACL 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025