zero-shot translation

Can LLMs Translate Italy’s Language Varieties? EACL 2026 How multilingual are multilingual LLMs? A case study in Northern Sámi-Finnish Translation EACL 2026 One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement ACL 2026 TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation CVPR 2026 CycleDistill: Bootstrapping Machine Translation using LLMs with Cyclical Distillation AACL 2025 EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation AAAI 2025 Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025 Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation EMNLP 2025 Neuron-Level Language Tag Injection Improves Zero-Shot Translation Performance ACL 2025 PahGen: Generating Ancient Pahlavi Text via Grammar-guided Zero-shot Translation NAACL 2025 RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages EMNLP 2025 Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models? EMNLP 2025 An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation NAACL 2024 Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ACL 2024 Disentangling Pretrained Representation to Leverage Low-Resource Languages in Multilingual Machine Translation COLING 2024 How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ACL 2024 Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024 LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024 Modularized Multilingual NMT with Fine-grained Interlingua NAACL 2024 Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis NAACL 2024 Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles NAACL 2024 Scaling Sign Language Translation NeurIPS 2024 Shortcomings of LLMs for Low-Resource Translation: Retrieval and Understanding Are Both the Problem EMNLP 2024 ZeroST: Zero-Shot Speech Translation Interspeech 2024