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cross-lingual alignment

96 papers

Papers

Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs EACL 2026 CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ACL 2026 G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment ACL 2026 Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection EACL 2026 MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis ACL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026 Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026 Towards Inclusive AI: Advancing Multilingual Large Language Models AAAI 2026 Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025 AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025 CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025 Cross-Lingual Knowledge Projection and Knowledge Enhancement for Zero-Shot Question Answering in Low-Resource Languages COLING 2025 Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025 Debiasing Multilingual LLMs in Cross-lingual Latent Space EMNLP 2025 DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025 Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025 Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025 From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025 From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora EMNLP 2025 High-Dimensional Interlingual Representations of Large Language Models ACL 2025 How Transliterations Improve Crosslingual Alignment COLING 2025 INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025 KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025