Machine Translation

When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation Evaluation EACL 2026 A Benchmark for Translations Across Styles and Language Variants EMNLP 2025 A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs AACL 2025 A Cross-Lingual Perspective on Neural Machine Translation Difficulty EMNLP 2025 Adapters for Altering LLM Vocabularies: What Languages Benefit the Most? ICLR 2025 Adapting IndicTrans2 for Legal Domain MT via QLoRA Fine-Tuning at JUST-NLP 2025 AACL 2025 Adaptive and Robust Translation from Natural Language to Multi-model Query Languages ACL 2025 Adaptive Few-shot Prompting for Machine Translation with Pre-trained Language Models AAAI 2025 A* Decoding for Machine Translation in LLMs - SRPOL Participation in WMT2025 EMNLP 2025 AEQA-NAT : Adaptive End-to-end Quantization Alignment Training Framework for Non-autoregressive Machine Translation ICML 2025 A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025 A French Version of the OLDI Seed Corpus EMNLP 2025 AFRIDOC-MT: Document-level MT Corpus for African Languages EMNLP 2025 AfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages ACL 2025 A hybrid Approach to low-resource machine translation for Ojibwe verbs NAACL 2025 A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025 AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025 ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task ACL 2025 Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study AACL 2025 Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation ACL 2025 Alligators All Around: Mitigating Lexical Confusion in Low-resource Machine Translation NAACL 2025 A Measure of the System Dependence of Automated Metrics ACL 2025 AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation EMNLP 2025