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Machine Translation

4518 directly classified papers

Papers per year

Papers

Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation EMNLP 2025
Reliable Evaluation and Benchmarks for Statement Autoformalization EMNLP 2025
Mind the Inclusivity Gap: Multilingual Gender-Neutral Translation Evaluation with mGeNTE EMNLP 2025
PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025
Translation in the Hands of Many: Centering Lay Users in Machine Translation Interactions EMNLP 2025
Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement EMNLP 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025
GrammaMT: Improving Machine Translation with Grammar-Informed In-Context Learning ACL 2025
The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR NAACL 2025
Did Translation Models Get More Robust Without Anyone Even Noticing? ACL 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025
Findings of the AmericasNLP 2025 Shared Tasks on Machine Translation, Creation of Educational Material, and Translation Metrics for Indigenous Languages of the Americas NAACL 2025
Comparative Evaluation of Machine Translation Models Using Human-Translated Social Media Posts as References: Human-Translated Datasets NAACL 2025
Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark EMNLP 2025
C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations EMNLP 2025
You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025
Effectively combining Phi-4 and NLLB for Spoken Language Translation: SPRING Lab IITM’s submission to Low Resource Multilingual Indic Track ACL 2025
Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025
Evaluating Language Translation Models by Playing Telephone EMNLP 2025
KIT’s Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization ACL 2025
GMU Systems for the IWSLT 2025 Low-Resource Speech Translation Shared Task ACL 2025
A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the Ge’ez Script. EMNLP 2025
Viability of Machine Translation for Healthcare in Low-Resourced Languages EMNLP 2025
A Framework for Large-Scale Parallel Corpus Evaluation: Ensemble Quality Estimation Models Versus Human Assessment ACL 2025
UCSP Submission to the AmericasNLP 2025 Shared Task NAACL 2025