Machine Translation

Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 2025 TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task EMNLP 2025 TASER: Translation Assessment via Systematic Evaluation and Reasoning EMNLP 2025 Team ACK at SemEval-2025 Task 2: Beyond Word-for-Word Machine Translation for English-Korean Pairs SemEval 2025 Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation AACL 2025 TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement NAACL 2025 Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025 The Benefits of Being Uncertain: Perplexity as a Signal for Naturalness in Multilingual Machine Translation EMNLP 2025 The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025 The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation EMNLP 2025 The Green KNIGHT: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers EMNLP 2025 The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR NAACL 2025 The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages NAACL 2025 The Kyrgyz Seed Dataset Submission to the WMT25 Open Language Data Initiative Shared Task EMNLP 2025 The Role of Handling Attributive Nouns in Improving Chinese-To-English Machine Translation COLING 2025 The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure IJCNLP 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025 TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation EMNLP 2025 Toward Global AI Inclusivity: A Large-Scale Multilingual Terminology Dataset (GIST) ACL 2025 Toward Machine Interpreting: Lessons from Human Interpreting Studies EMNLP 2025 Toward Machine Translation Literacy: How Lay Users Perceive and Rely on Imperfect Translations EMNLP 2025 Towards a Real-time Swedish Speech Analyzer for Language Learning Games: A Hybrid AI Approach to Language Assessment ACL 2025 Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian Languages ACL 2025 Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation Models NAACL 2025