Multi-Lingual Learning

From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages ACL 2025 Identifying Open Challenges in Language Identification ACL 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages ACL 2025 LCTeam at SemEval-2025 Task 3: Multilingual Detection of Hallucinations and Overgeneration Mistakes Using XLM-RoBERTa SemEval 2025 Leveraging LLM and Self-Supervised Training Models for Speech Recognition in Chinese Dialects: A Comparative Analysis Interspeech 2025 LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages ACL 2025 LIST: Language-Independent Speech Token for Multilingual Speech Synthesis with Language Models Interspeech 2025 Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025 MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025 Multilingual Dialogue Generation and Localization with Dialogue Act Scripting EMNLP 2025 Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025 Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification SemEval 2025 NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R SemEval 2025 OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning Interspeech 2025 RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025 Semantic and Expressive Variations in Image Captions Across Languages CVPR 2025 SemEval-2025 Task 5: LLMs4Subjects - LLM-based Automated Subject Tagging for a National Technical Library’s Open-Access Catalog SemEval 2025 ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025 SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala EMNLP 2025 Towards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages Interspeech 2025 Transformer Architectures for Vocabulary Test Item Difficulty Prediction ACL 2025 Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025 All Languages Matter: On the Multilingual Safety of LLMs ACL 2024 Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ACL 2024