machine translation

Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality ACL 2026 Large Language Models for Mental Health: A Multilingual Evaluation EACL 2026 Large Sign Language Models: Toward 3D American Sign Language Translation WACV 2026 LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026 Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs ACL 2026 M2PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation ACL 2026 Machine translation Evaluation Eng-Thai MQM Ranking dataset EACL 2026 Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque EACL 2026 Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration ACL 2026 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation ACL 2026 Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization ACL 2026 NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning ACL 2026 No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data EACL 2026 NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026 One Language, Three of Its Voices: Evaluating Multilingual LLMs Across Persian, Dari, and Tajiki on Translation and Understanding Tasks EACL 2026 One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 Overview of the SIGTURK 2026 Shared Task: Terminology-Aware Machine Translation for English–Turkish Scientific Texts EACL 2026 PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation ACL 2026 Post-ASR Correction in Hindi: Comparing Language Models and Large Language Models in Low-Resource Scenarios EACL 2026 Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment EACL 2026 Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation ACL 2026 Quantitative Analysis of Rhyme and Metre in LLM-generated Translations of Poetry EACL 2026 Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages ACL 2026 RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ACL 2026