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Machine Translation

4518 directly classified papers

Papers per year

Papers

Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025
LLMs in alliance with Edit-based models: advancing In-Context Learning for Grammatical Error Correction by Specific Example Selection ACL 2025
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025
Enhancing Machine Translation with Self-Supervised Preference Data ACL 2025
Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models EMNLP 2025
Uncertainty-Aware Iterative Preference Optimization for Enhanced LLM Reasoning ACL 2025
Evaluating Language Translation Models by Playing Telephone EMNLP 2025
Do Language Models Understand Honorific Systems in Javanese? ACL 2025
Viability of Machine Translation for Healthcare in Low-Resourced Languages EMNLP 2025
Is linguistically-motivated data augmentation worth it? ACL 2025
Translation in the Hands of Many: Centering Lay Users in Machine Translation Interactions EMNLP 2025
Document-Level Text Generation with Minimum Bayes Risk Decoding using Optimal Transport ACL 2025
PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025
GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning ACL 2025
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations EMNLP 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025
Multimodal Neural Machine Translation: A Survey of the State of the Art EMNLP 2025
CMU’s IWSLT 2025 Simultaneous Speech Translation System ACL 2025