machine translation

RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025 RAP: A Metric for Balancing Repetition and Performance in Open-Source Large Language Models NAACL 2025 Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025 Real, Fake, or Manipulated? Detecting Machine-Influenced Text EMNLP 2025 Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation ACL 2025 Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation COLING 2025 Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025 RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation EMNLP 2025 RoCS-MT v2 at WMT 2025: Robust Challenge Set for Machine Translation EMNLP 2025 Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder Framework COLING 2025 RUBRIC-MQM : Span-Level LLM-as-judge in Machine Translation For High-End Models ACL 2025 SabiYarn: Advancing Low Resource Languages with Multitask NLP Pretraining ACL 2025 Sakura at SemEval-2025 Task 2: Enhancing Named Entity Translation with Fine-Tuning and Preference Optimization SemEval 2025 SALT at SemEval-2025 Task 2: A SQL-based Approach for LLM-Free Entity-Aware-Translation SemEval 2025 Scaling Laws for Downstream Task Performance in Machine Translation ICLR 2025 Scaling Low-Resource MT via Synthetic Data Generation with LLMs EMNLP 2025 Scaling pseudo-labeling data for end-to-end low-resource speech translation (the case of Kurdish language) Interspeech 2025 Scaling, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text EMNLP 2025 SCRIBAL: A Digital Transcription Tool in Higher Education Interspeech 2025 Self-Evolution Knowledge Distillation for LLM-based Machine Translation COLING 2025 Self-Retrieval from Distant Contexts for Document-Level Machine Translation EMNLP 2025 Semantic Prosody in Machine Translation: the English-Chinese Case of Passive Structures EMNLP 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SemEval 2025 Semi-Automated Construction of Sense-Annotated Datasets for Practically Any Language COLING 2025 Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation AAAI 2025