Machine Translation

SrcMix: Mixing of Related Source Languages Benefits Extremely Low-resource Machine Translation EACL 2026 Stable Signer: Hierarchical Sign Language Generative Model ACL 2026 Steering Large Language Models for Machine Translation Personalization EACL 2026 StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026 Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026 Tao–Filipino Neural Machine Translation: Strategies for Ultra–Low-Resource Settings EACL 2026 Test-Time Scaling of Reasoning Models for Machine Translation EACL 2026 Text Filter Based on Automatically Acquired Vocabularies for Multilingual Machine Translation EACL 2026 The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP ACL 2026 The Mediomatix Corpus: Parallel Data for Romansh Language Varieties via Comparable Schoolbooks EACL 2026 Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? EACL 2026 Thesis Proposal: Development of End-to-End Speech Translation Models for Indian Languages EACL 2026 The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance AAAI 2026 Towards Singable Lyrics Translation Using Large Language Models EACL 2026 Towards the First NLP Benchmark for Ladin - an Extremely Low-Resource Language EACL 2026 TOWER+: Bridging Generality and Translation Specialization in Multilingual LLMs ACL 2026 Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ACL 2026 Translation via Annotation: A Computational Study of Translating Classical Chinese into Japanese EACL 2026 Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation ACL 2026 Uncertainty Quantification for Evaluating Gender Bias in Machine Translation EACL 2026 Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding EACL 2026 Using Subword-Embeddings for Bilingual Lexicon Induction in Bantu Languages EACL 2026 ViDia2Std: A Parallel Corpus and Methods for Low-Resource Vietnamese Dialect-to-Standard Translation AAAI 2026 VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation EACL 2026 What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation ACL 2026