multilingual representation

Language Directions in Multilingual LLMs: A Layer-wise Diagnostic Study of Token Alignment and Pretraining Imprint ACL 2026 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 Bridging the Data Provenance Gap Across Text, Speech, and Video ICLR 2025 ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval COLING 2025 High-Dimensional Interlingual Representations of Large Language Models ACL 2025 Improving Cross Lingual Transfer by Pretraining with Active Forgetting EMNLP 2025 Iterative Multilingual Spectral Attribute Erasure EMNLP 2025 Language Ranker: A Metric for Quantifying LLM Performance Across High and Low-Resource Languages AAAI 2025 Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages NAACL 2025 OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature EMNLP 2025 RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025 Type and Complexity Signals in Multilingual Question Representations EMNLP 2025 Universal Patterns of Grammatical Gender in Multilingual Large Language Models EMNLP 2025 CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts COLING 2024 Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024 Machine-Created Universal Language for Cross-Lingual Transfer AAAI 2024 MEVTR: A Multilingual Model Enhanced with Visual Text Representations COLING 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024 Zero-shot Cross-lingual Automated Essay Scoring COLING 2024 A Joint Matrix Factorization Analysis of Multilingual Representations EMNLP 2023 Identifying the Correlation Between Language Distance and Cross-Lingual Transfer in a Multilingual Representation Space EACL 2023 Language Modelling with Pixels ICLR 2023 Multilingual Representation Distillation with Contrastive Learning EACL 2023 Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training ACL 2023