Machine Translation

LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026 LoResMT 2026 Shared Task System Description EACL 2026 Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs ACL 2026 Lost in Translation, and Found: Detecting and Interpreting Translation Effects 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 Machine Translation for Low Resource Turkic Languages: English-Tatar EACL 2026 MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026 Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration ACL 2026 Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation ACL 2026 MoLoRA: Boosting LLM-based End-to-end Speech Translation with Mixture of Low-rank Experts AAAI 2026 MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation ACL 2026 MT3: A Synergistic Multi-Task RL Framework for Specializing MLLMs in Text Image Machine Translation ACL 2026 Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization ACL 2026 Multi-modal Neural Machine Translation for Low-Resource Classical Persian Poetry: A Culture-Aware Evaluation EACL 2026 NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages AAAI 2026 Navigating Data Scarcity in Low-Resource English-Tatar Translation using LLM Fine-Tuning EACL 2026 NeoAMT: Neologism-Aware Agentic Machine Translation with Reinforcement Learning ACL 2026 Neural Machine Translation for French–Mooré: Adapting Large Language Models to Low-Resource Languages EACL 2026 NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs 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