conftrace_

cross-lingual alignment

91 papers

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Co-occurring keywords

cross-lingual transfer (1477) large language model (13587) multilingual model (925) multilingual language model (444) multilingual nlp (1426) unsupervised learning (3264) instruction tuning (838) machine translation (2499) low-resource language (2273) cross-lingual retrieval (126)

Papers

Lost in Activations: A Neuron-level Analysis of Encoders for Cross-Lingual Emotion Detection EACL 2026
SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026
G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment ACL 2026
CLEAR: Cross-Lingual Enhancement in Retrieval via Reverse-training ACL 2026
Can you map it to English? The Role of Cross-Lingual Alignment in the Multilingual Performance of LLMs EACL 2026
MSMO-ABSA: Multi-Scale and Multi-Objective Optimization for Cross-Lingual Aspect-Based Sentiment Analysis ACL 2026
Towards Inclusive AI: Advancing Multilingual Large Language Models AAAI 2026
Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026
Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025
High-Dimensional Interlingual Representations of Large Language Models ACL 2025
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation ACL 2025
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025
INT: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling ACL 2025
X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System ACL 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment EMNLP 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
Modular Sentence Encoders: Separating Language Specialization from Cross-Lingual Alignment ACL 2025
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From EMNLP 2025
Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025
Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning AAAI 2025
Towards Ancient Meroitic Decipherment: A Computational Approach NAACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models COLING 2025