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Multi-Lingual Learning

172 papers

Papers per year

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Papers

One Tokenizer To Rule Them All: Emergent Language Plasticity via Multilingual Tokenizers ACL 2026
Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ACL 2026
From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan ACL 2026
Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages AAAI 2025
Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models ACL 2025
Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025
Cross-Lingual Pitfalls: Automatic Probing Cross-Lingual Weakness of Multilingual Large Language Models ACL 2025
Identifying Open Challenges in Language Identification ACL 2025
IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages ACL 2025
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ACL 2025
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025
7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025
Transformer Architectures for Vocabulary Test Item Difficulty Prediction ACL 2025
LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages ACL 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants ACL 2025
Memorization is Language-Sensitive: Analyzing Memorization and Inference Risks of LLMs in a Multilingual Setting ACL 2025
UMUTeam at SemEval-2025 Task 3: Detecting Hallucinations in Multilingual Texts Using Encoder-only Models Guided by Large Language Models ACL 2025
NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R ACL 2025
From English-Centric to Effective Bilingual: LLMs with Custom Tokenizers for Underrepresented Languages ACL 2025
Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025
Semantic and Expressive Variations in Image Captions Across Languages CVPR 2025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation EMNLP 2025
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction EMNLP 2025