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Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?

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ROXSD: a Simulated Dataset of Communication in Organized Crime, , , , , , , , , and 9 other author(s). 2021 ISCA Symposium on Security and Privacy in Speech Communication, Virtual Event, 10-12 November 2021, page 32-36. (November 2021)Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification., , , , and . Insights@ACL, page 62-67. Association for Computational Linguistics, (2022)InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective., , , , , , and . EMNLP (Findings), page 14557-14570. Association for Computational Linguistics, (2023)InternLM-Law: An Open Source Chinese Legal Large Language Model., , , , , , , , , and 2 other author(s). CoRR, (2024)CoUDA: Coherence Evaluation via Unified Data Augmentation., , , , , and . NAACL-HLT, page 967-978. Association for Computational Linguistics, (2024)Large Language Models are not Fair Evaluators., , , , , , , , , and 1 other author(s). ACL (1), page 9440-9450. Association for Computational Linguistics, (2024)Cognitive Analytics of Social Media Services for Edge Resource Pre-Allocation in Industrial Manufacturing., , , , , and . IEEE Trans. Comput. Soc. Syst., 8 (2): 500-511 (2021)Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?, , , , , and . CoRR, (2024)ROXANNE Research Platform: Automate Criminal Investigations., , , , , and . Interspeech, page 962-964. ISCA, (2021)Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?, , , , and . CoRR, (2024)