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Multilingual NLP

4508 directly classified papers

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Papers

An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025
Multilingual Skill Extraction for Job Vacancy–Job Seeker Matching in Knowledge Graphs COLING 2025
VMLU Benchmarks: A comprehensive benchmark toolkit for Vietnamese LLMs ACL 2025
Machine Translation and Transliteration for Indo-Aryan Languages: A Systematic Review COLING 2025
SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation ACL 2025
IndoNLP 2025 Shared Task: Romanized Sinhala to Sinhala Reverse Transliteration Using BERT COLING 2025
KazMMLU: Evaluating Language Models on Kazakh, Russian, and Regional Knowledge of Kazakhstan ACL 2025
Mapping Cross-Lingual Sentence Representations for Low-Resource Language Pairs Using Pre-trained Language Models COLING 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages ACL 2025
Enhancing Dialectal Arabic Intent Detection through Cross-Dialect Multilingual Input Augmentation COLING 2025
Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMs ACL 2025
Eureka-CIOL@DravidianLangTech 2025: Using Customized BERTs for Sentiment Analysis of Tamil Political Comments NAACL 2025
Enhancing Cross-Lingual Transfer through Reversible Transliteration: A Huffman-Based Approach for Low-Resource Languages ACL 2025
Integrating Argumentation Features for Enhanced Propaganda Detection in Arabic Narratives on the Israeli War on Gaza COLING 2025
Enhancing Event-centric News Cluster Summarization via Data Sharpening and Localization Insights ACL 2025
Incepto@DravidianLangTech 2025: Detecting Abusive Tamil and Malayalam Text Targeting Women on YouTube NAACL 2025
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT) ACL 2025
SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025
Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025
bAI-bAI: A Context-Aware Transliteration System for Baybayin Scripts COLING 2025
Minimal Pair-Based Evaluation of Code-Switching ACL 2025
Tewodros at SemEval-2025 Task 11: Multilingual Emotion Intensity Detection using Small Language Models ACL 2025
PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025