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Machine Translation

1592 directly classified papers

Papers per year

Papers

Serving the Underserved: Leveraging BARTBahnar Language Model for Bahnaric-Vietnamese Translation NAACL 2025
LiTransProQA: An LLM-based Literary Translation Evaluation Metric with Professional Question Answering EMNLP 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025
Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education EMNLP 2025
ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning EMNLP 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025
PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025
GRAFT: A Graph-based Flow-aware Agentic Framework for Document-level Machine Translation EMNLP 2025
YNU-HPCC at SemEval-2025 Task 2: Local Cache and Online Retrieval-Based method for Entity-Aware Machine Translation SEMEVAL 2025
Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ACL 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
PRALEKHA: Cross-Lingual Document Alignment for Indic Languages IJCNLP 2025
ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation IJCNLP 2025
Structured Document Translation via Format Reinforcement Learning IJCNLP 2025
Enhancing Machine Translation with Self-Supervised Preference Data ACL 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure IJCNLP 2025
CycleDistill: Bootstrapping Machine Translation using LLMs with Cyclical Distillation IJCNLP 2025
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models NAACL 2025
Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs NAACL 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025
Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction NAACL 2025
Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation NAACL 2025
From Clay to Code: Transforming Hittite Texts for Machine Learning NAACL 2025
Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025