Multi-Lingual Learning

Error Analysis of Multilingual Language Models in Machine Translation: A Case Study of English-Amharic Translation EMNLP 2024 Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024 Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models EMNLP 2024 MASIVE: Open-Ended Affective State Identification in English and Spanish EMNLP 2024 MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages NeurIPS 2024 Preference Tuning For Toxicity Mitigation Generalizes Across Languages EMNLP 2024 Sailor: Open Language Models for South-East Asia EMNLP 2024 Sign Language Translation with Sentence Embedding Supervision ACL 2024 Sparse MoE with Language Guided Routing for Multilingual Machine Translation ICLR 2024 To Ask LLMs about English Grammaticality, Prompt Them in a Different Language EMNLP 2024 ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic EMNLP 2023 BIT’s System for Multilingual Track ACL 2023 CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation EMNLP 2023 ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain ACL 2023 Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and Terminology ACL 2023 Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation ACL 2023 Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging ACL 2023 GlotLID: Language Identification for Low-Resource Languages EMNLP 2023 GradSim: Gradient-Based Language Grouping for Effective Multilingual Training EMNLP 2023 Improving the Detection of Multilingual Online Attacks with Rich Social Media Data from Singapore ACL 2023 Local Byte Fusion for Neural Machine Translation ACL 2023 MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023 Mitigating Data Imbalance and Representation Degeneration in Multilingual Machine Translation EMNLP 2023 mOKB6: A Multilingual Open Knowledge Base Completion Benchmark ACL 2023 ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks ACL 2023