Machine Translation

Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks EMNLP 2025 MedCOD: Enhancing English-to-Spanish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework EMNLP 2025 Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation ACL 2025 MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 mHumanEval - A Multilingual Benchmark to Evaluate Large Language Models for Code Generation NAACL 2025 Midheind at WMT25 General Machine Translation Task EMNLP 2025 MilaNLP@Multilingual Counterspeech Generation: Evaluating Translation and Background Knowledge Filtering COLING 2025 Mind the Inclusivity Gap: Multilingual Gender-Neutral Translation Evaluation with mGeNTE EMNLP 2025 Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025 MITRA-zh-eval: Using a Buddhist Chinese Language Evaluation Dataset to Assess Machine Translation and Evaluation Metrics NAACL 2025 MLAS-LoRA: Language-Aware Parameters Detection and LoRA-Based Knowledge Transfer for Multilingual Machine Translation ACL 2025 M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation ACL 2025 MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation NAACL 2025 MoVoC: Morphology-Aware Subword Construction for Ge’ez Script Languages EMNLP 2025 MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators COLING 2025 MQM-Chat: Multidimensional Quality Metrics for Chat Translation COLING 2025 MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025 MSLC25: Metric Performance on Low-Quality Machine Translation, Empty Strings, and Language Variants EMNLP 2025 MT-LENS: An all-in-one Toolkit for Better Machine Translation Evaluation NAACL 2025 MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning EMNLP 2025 MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling EMNLP 2025 Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM ICLR 2025 Multi-agentMT: Deploying AI Agent in the WMT25 Shared Task EMNLP 2025 Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model ACL 2025 Multilingual Machine Translation with Open Large Language Models at Practical Scale: An Empirical Study NAACL 2025