Multi-Lingual Learning

The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025 TLUE: A Tibetan Language Understanding Evaluation Benchmark EMNLP 2025 Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education EMNLP 2025 UnityAI Guard: Pioneering Toxicity Detection Across Low-Resource Indian Languages EMNLP 2025 What Causes Knowledge Loss in Multilingual Language Models? ACL 2025 When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification ACL 2025 You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025 ZIPA: A family of efficient models for multilingual phone recognition ACL 2025 1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024 A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism ACL 2024 AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ACL 2024 Bilingual Rhetorical Structure Parsing with Large Parallel Annotations ACL 2024 Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations EMNLP 2024 Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024 Challenges in Urdu Machine Translation ACL 2024 Cross-Lingual Multi-Hop Knowledge Editing EMNLP 2024 Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024 Do We Need Language-Specific Fact-Checking Models? The Case of Chinese EMNLP 2024 Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024 Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024 How Important is a Language Model for Low-resource ASR? ACL 2024 How Vocabulary Sharing Facilitates Multilingualism in LLaMA? ACL 2024 IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages ACL 2024 IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languages ACL 2024 Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024