cross-lingual transfer

NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining EMNLP 2025 Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025 No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement COLING 2025 Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs ACL 2025 On the Acquisition of Shared Grammatical Representations in Bilingual Language Models ACL 2025 OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025 PhoniTale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs EMNLP 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025 Polish-English medical knowledge transfer: A new benchmark and results EMNLP 2025 PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer ACL 2025 Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025 PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts SemEval 2025 PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks NAACL 2025 RBG-AI: Benefits of Multilingual Language Models for Low-Resource Languages EMNLP 2025 ReCoVeR the Target Language: Language Steering without Sacrificing Task Performance EMNLP 2025 Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025 Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers EMNLP 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025 Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders EMNLP 2025 Scaling Laws for Multilingual Language Models ACL 2025 Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer ACL 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SemEval 2025 SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods ACL 2025 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025 Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities EMNLP 2025