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Machine Translation

4518 directly classified papers

Papers per year

Papers

SALT-31: A Machine Translation Benchmark Dataset for 31 Ugandan Languages EACL 2026
Quantitative Analysis of Rhyme and Metre in LLM-generated Translations of Poetry EACL 2026
When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation Evaluation EACL 2026
Machine translation Evaluation Eng-Thai MQM Ranking dataset EACL 2026
AlignFix: A Tool for Parallel Corpora Augmentation and Refinement EACL 2026
Domain Adaptation of Image Encoder for Multimodal Manga Translation EACL 2026
Machine Translation for Low-Resource Languages through Monolingual Data and LLM: A Case Study of English-to-Basque EACL 2026
The Mediomatix Corpus: Parallel Data for Romansh Language Varieties via Comparable Schoolbooks EACL 2026
Completely Modular Fine-tuning for Dynamic Language Adaptation EACL 2026
MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026
Leveraging CoHere Multilingual Embeddings and Inverted Softmax Retrieval for Automatic Parallel Sentence Alignment in Low-Resource Languages EACL 2026
Steering Large Language Models for Machine Translation Personalization EACL 2026
Unlocking Latent Discourse Translation in LLMs Through Quality-Aware Decoding EACL 2026
Current state of LLMs for Arabic dialectal machine translation EACL 2026
Can LLMs Translate Italy’s Language Varieties? EACL 2026
Machine Translation for Low Resource Turkic Languages: English-Tatar EACL 2026
Towards Singable Lyrics Translation Using Large Language Models EACL 2026
A Tale of Two Scripts: Transliteration and Post-Correction for Judeo-Arabic EACL 2026
Test-Time Scaling of Reasoning Models for Machine Translation EACL 2026
SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases EACL 2026
Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study AAAI 2026
MoLoRA: Boosting LLM-based End-to-end Speech Translation with Mixture of Low-rank Experts AAAI 2026
Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation AAAI 2026
StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026
SASST: Leveraging Syntax-Aware Chunking and LLMs for Simultaneous Speech Translation AAAI 2026