Machine Translation

Prompting the Muse: Generating Prosodically-Correct Latin Speech with Large Language Models ACL 2025 PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025 Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025 Pula: Training Large Language Models for Setswana NAACL 2025 Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning ACL 2025 PyBhasha at BLP-2025 Task 2: Effectiveness of Semantic-Aware Translation and Ensembling in Bangla Code Generation AACL 2025 Quality-Aware Decoding: Unifying Quality Estimation and Decoding ACL 2025 Quality-Aware Translation Tagging in Multilingual RAG system EMNLP 2025 Quality Beyond A Glance: Revealing Large Quality Differences Between Web-Crawled Parallel Corpora COLING 2025 Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models EMNLP 2025 QUESPA Submission for the IWSLT 2025 Dialectal and Low-resource Speech Translation Task ACL 2025 R3: “This is My SQL, Are You With Me?” A Consensus-Based Multi-Agent System for Text-to-SQL Tasks ACL 2025 RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI NAACL 2025 RAGthoven at SemEval 2025 - Task 2: Enhancing Entity-Aware Machine Translation with Large Language Models, Retrieval Augmented Generation and Function Calling SemEval 2025 RankedCOMET: Elevating a 2022 Baseline to a Top-5 Finish in the WMT 2025 QE Task EMNLP 2025 RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages EMNLP 2025 Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025 Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation ACL 2025 Reassessing Speech Translation for Low-Resource Languages: Do LLMs Redefine the State-of-the-Art Against Cascaded Models? EMNLP 2025 Refer to the Reference: Reference-focused Synthetic Automatic Post-Editing Data Generation COLING 2025 Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems EMNLP 2025 Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025 Reliable Evaluation and Benchmarks for Statement Autoformalization EMNLP 2025 ReMedy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling EMNLP 2025 Representation Purification for End-to-End Speech Translation COLING 2025