Machine Translation

LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025 LLM-Supported Natural Language to Bash Translation NAACL 2025 Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models ACL 2025 Long-context Reference-based MT Quality Estimation EMNLP 2025 LORAXBENCH: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages EMNLP 2025 Lost in Literalism: How Supervised Training Shapes Translationese in LLMs ACL 2025 Lost in Translation: Benchmarking Commercial Machine Translation Models for Dyslexic-Style Text ACL 2025 Lost in Translation, Found in Context: Sign Language Translation with Contextual Cues CVPR 2025 Low-resource Buryat-Russian neural machine translation ACL 2025 Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation ACL 2025 Low-Resource Interlinear Translation: Morphology-Enhanced Neural Models for Ancient Greek COLING 2025 Low-Resource Language Expansion and Translation Capacity Enhancement for LLM: A Study on the Uyghur COLING 2025 Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair NAACL 2025 Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service NAACL 2025 Low-Resource Sign Language Glossing Profits From Data Augmentation AACL 2025 Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models NAACL 2025 Machine Translation and Transliteration for Indo-Aryan Languages: A Systematic Review COLING 2025 Machine Translation Metrics for Indigenous Languages Using Fine-tuned Semantic Embeddings NAACL 2025 Machine Translation Models are Zero-Shot Detectors of Translation Direction ACL 2025 Machine Translation Using Grammar Materials for LLM Post-Correction NAACL 2025 Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025 Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning ACL 2025 Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding EMNLP 2025 MCS-SQL: Leveraging Multiple Prompts and Multiple-Choice Selection For Text-to-SQL Generation COLING 2025 Meaningful Pose-Based Sign Language Evaluation EMNLP 2025