machine translation

Current state of LLMs for Arabic dialectal machine translation EACL 2026 DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ACL 2026 Data-Centric Approach at the LoResMT 2026 Turkic Translation Challenge: Russian-Kyrgyz EACL 2026 DevLake at LoResMT 2026: The Impact of Pre-training and Model Scale on Russian-Bashkir Low-Resource Translation EACL 2026 Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation ACL 2026 Discourse Graph Guided Document Translation with Large Language Models EACL 2026 Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search ACL 2026 Domain Adaptation of Image Encoder for Multimodal Manga Translation EACL 2026 Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios EACL 2026 Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026 Evaluating Native-Speaker Preferences on Machine Translation and Post-Edits for Five African Languages EACL 2026 Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation AAAI 2026 FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation ACL 2026 Generating Difficult-to-Translate Texts EACL 2026 Grammar as Control: Modular Language Generation for the Long Tail ACL 2026 Grammatical Error Correction for Low-Resource Languages: The Case of Zarma EACL 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 HAT: Hallucination Annotation for Translation ACL 2026 How Important is ‘Perfect’ English for Machine Translation Prompts? EACL 2026 How multilingual are multilingual LLMs? A case study in Northern Sámi-Finnish Translation EACL 2026 Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing EACL 2026 Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study AAAI 2026 Incentivizing Parametric Knowledge via Reinforcement Learning with Verifiable Rewards for Cross-Cultural Entity Translation ACL 2026 In-Image Machine Translation. A Preliminary Modular Approach EACL 2026 Is Word Sense Disambiguation Dead in the LLM Era? AAAI 2026