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Machine Translation

4518 directly classified papers

Papers per year

Papers

LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models ACL 2024
Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation IJCAI 2024
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning EMNLP 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations NAACL 2024
Dual-teacher Knowledge Distillation for Low-frequency Word Translation EMNLP 2024
Low-Resource Machine Translation through the Lens of Personalized Federated Learning EMNLP 2024
GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages ACL 2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing EMNLP 2024
Teaching Large Language Models an Unseen Language on the Fly ACL 2024
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models ACL 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning ACL 2024
IKUN for WMT24 General MT Task: LLMs Are Here for Multilingual Machine Translation EMNLP 2024
Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024
Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning ACL 2024
Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM ACL 2024
ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024
Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ACL 2024
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ACL 2024
Hybrid-Regressive Paradigm for Accurate and Speed-Robust Neural Machine Translation ACL 2023
Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages ACL 2023
Gloss Attention for Gloss-Free Sign Language Translation CVPR 2023
ACES: Translation Accuracy Challenge Sets at WMT 2023 EMNLP 2023
Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ACL 2023