multilingual learning

Beyond Atomic Characters: Glyph-Aware Sub-character Alignment for Low-Resource Multilingual OCR ACL 2026 DataArc-SynData-Toolkit: A Unified Closed-Loop Framework for Multi-Path, Multimodal, and Multilingual Data Synthesis ACL 2026 DigiS-FBK at SemEval-2026 Task 9: Multi-task Learning for Multilingual and Cross-cultural Polarization Classification SemEval 2026 NYCU-NLP at SemEval-2026 Task 9: Stacking Small Language Models for Multilingual, Multicultural and Multievent Polarization Detection SemEval 2026 PALI at SemEval-2026 Task 3: LoRA Fine-Tuning with Validation for DimABSA SemEval 2026 The Interplay between Metaphors and NLP ACL 2026 Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based Models SemEval 2026 VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation ACL 2026 YangSteam at SemEval-2026 Task 3: Transformer-Based Aspect-Aware Regression for Dimensional Sentiment and Stance Analysis SemEval 2026 Automatic Speech Recognition for African Low-Resource Languages: Challenges and Future Directions ACL 2025 Beyond Similarity Scoring: Detecting Entailment and Contradiction in Multilingual and Multimodal Contexts Interspeech 2025 Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025 Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025 Habib University at SemEval-2025 Task 11: Bridging the Gap in Text-Based Emotion Detection SemEval 2025 Howard University-AI4PC at SemEval-2025 Task 11: Combining Expert Personas via Prompting for Enhanced Multilingual Emotion Analysis SemEval 2025 LASPA: Language Agnostic Speaker Disentanglement with Prefix-Tuned Cross-Attention Interspeech 2025 Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains EMNLP 2025 M3L: A Multi-Modal and Multi-Lingual Depression Detection Framework Interspeech 2025 MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025 Multilingual Large Language Models Leak Human Stereotypes across Language Boundaries ACL 2025 Multi-Teacher Language-Aware Knowledge Distillation for Multilingual Speech Emotion Recognition Interspeech 2025 Narrlangen at SemEval-2025 Task 10: Comparing (mostly) simple multilingual approaches to narrative classification SemEval 2025 NTA at SemEval-2025 Task 11: Enhanced Multilingual Textual Multi-label Emotion Detection via Integrated Augmentation Learning SemEval 2025 SIFT-50M: A Large-Scale Multilingual Dataset for Speech Instruction Fine-Tuning ACL 2025 SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning ACL 2025