Multi-Lingual Learning

Understanding and Mitigating Language Confusion in LLMs EMNLP 2024 Unintended Impacts of LLM Alignment on Global Representation ACL 2024 When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages EMNLP 2024 Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages EMNLP 2024 Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast ACL 2023 Arabic Topic Classification in the Generative and AutoML Era EMNLP 2023 Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages ACL 2023 Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023 Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs EMNLP 2023 Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features ACL 2023 Enhanced Training Methods for Multiple Languages ACL 2023 Extrinsic Evaluation of Machine Translation Metrics ACL 2023 GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation EMNLP 2023 Investigating Zero-shot Cross-lingual Language Understanding for Arabic EMNLP 2023 Language-Agnostic Transformers and Assessing ChatGPT-Based Query Rewriting for Multilingual Document-Grounded QA ACL 2023 Learning Language-Specific Layers for Multilingual Machine Translation ACL 2023 MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks EMNLP 2023 Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023 Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023 Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023 Multilingual Knowledge Graph Completion with Language-Sensitive Multi-Graph Attention ACL 2023 Multi-Parallel Corpus of North Levantine Arabic EMNLP 2023 MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ACL 2023 NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023 On Evaluating Multilingual Compositional Generalization with Translated Datasets ACL 2023