multilingual encoder

Aatman at SemEval-2026 Task 9: Transfer Learning for Multilingual Polarization Detection SemEval 2026 ICT-NLP at SemEval-2026 Task 3: Less Is More — Multilingual Encoder with Joint Training and Adaptive Ensemble for Dimensional Aspect Sentiment Regression SemEval 2026 MINDS at SemEval-2026 Task 9: A Multi-Paradigm Approach to Cross-Lingual Polarization Detection SemEval 2026 TAMA: Target-Aware Multilingual Abuse Detection by Cascaded Conditional Multi-Task Learning ACL 2026 Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025 CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025 CorPipe at CRAC 2025: Evaluating Multilingual Encoders for Multilingual Coreference Resolution EMNLP 2025 Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages COLING 2025 Cross-lingual Text Classification Transfer: The Case of Ukrainian COLING 2025 LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025 Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025 Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages ACL 2025 NotMyNarrative at SemEval-2025 Task 10: Do Narrative Features Share Across Languages in Multilingual Encoder Models? SemEval 2025 Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data EMNLP 2025 Bridging Language Gaps in Audio-Text Retrieval Interspeech 2024 Enhancing Low-Resource NMT with a Multilingual Encoder and Knowledge Distillation: A Case Study ACL 2024 Mixing and Matching: Combining Independently Trained Translation Model Components EACL 2024 Modular Adaptation of Multilingual Encoders to Written Swiss German Dialect EACL 2024 Multilingual Coreference Resolution in Low-resource South Asian Languages COLING 2024 Extrapolating Multilingual Understanding Models as Multilingual Generators EMNLP 2023 Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models ACL 2023 Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration EMNLP 2023 Adversarial Training on Disentangling Meaning and Language Representations for Unsupervised Quality Estimation COLING 2022 DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ACL 2022 Learning Cross-Lingual IR from an English Retriever NAACL 2022