Machine Translation

Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems ICML 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents EMNLP 2025 SparQLe: Speech Queries to Text Translation Through LLMs ACL 2025 Specification-Aware Machine Translation and Evaluation for Purpose Alignment EMNLP 2025 Speech-to-Speech Machine Translation for Dialectal Variations of Hindi AACL 2025 Speech transcription from South Tyrolean Dialect to Standard German with Whisper Interspeech 2025 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 SSA-COMET: Do LLMs Outperform Learned Metrics in Evaluating MT for Under-Resourced African Languages? EMNLP 2025 Still Not There: Can LLMs Outperform Smaller Task-Specific Seq2Seq Models on the Poetry-to-Prose Conversion Task? IJCNLP 2025 Structure-Conditional Minimum Bayes Risk Decoding EMNLP 2025 Structured Document Translation via Format Reinforcement Learning IJCNLP 2025 Structured pruning for efficient systolic array accelerated cascade Speech-to-Text Translation Interspeech 2025 Sub-1B Language Models for Low-Resource Languages: Training Strategies and Insights for Basque EMNLP 2025 SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025 Submission for WMT25 Task 3 EMNLP 2025 SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025 SwissADT: An Audio Description Translation System for Swiss Languages NAACL 2025 Swiss German Speech Translation and the Curse of Multidialectality ACL 2025 SYSTRAN @ IWSLT 2025 Low-resource track ACL 2025 SYSTRAN @ WMT 2025 General Translation Task EMNLP 2025 Tackling Low-Resource NMT with Instruction-Tuned LLaMA: A Study on Kokborok and Bodo EMNLP 2025 Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs EMNLP 2025 Take Shelter, Zanmi: Digitally Alerting Cyclone Victims in Their Languages ACL 2025