multilingual language model

Apertus: Democratizing Open and Compliant LLMs for Global Language Environments ACL 2026 A Shared Geometry of Difficulty in Multilingual Language Models ACL 2026 Bridging the Language Gap: Uncovering and Aligning Shared Circuits for Multi-Hop Reasoning in Multilingual LLMs AAAI 2026 Calibrating Beyond English: Language Diversity for Better Quantized Multilingual LLMs EACL 2026 Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs EACL 2026 EIFFEL: a novel benchmark to measure bias of English heavy training on French idiomatic expressions ACL 2026 ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs EACL 2026 Entity-aware Cross-lingual Claim Detection for Automated Fact-checking EACL 2026 Focusing on Language: Revealing and Exploiting Language Attention Heads in Multilingual Large Language Models AAAI 2026 Form and Meaning in Intrinsic Multilingual Evaluations EACL 2026 Framing Political Bias in Multilingual LLMs Across Pakistani Languages ACL 2026 G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment ACL 2026 Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties CoNLL 2026 How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026 How multilingual are multilingual LLMs? A case study in Northern Sámi-Finnish Translation EACL 2026 Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026 LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs ACL 2026 MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning EACL 2026 Multilingual Language Models Encode Script Over Linguistic Structure ACL 2026 NE-BERT: A Multilingual Language Model for Nine Northeast Indian Languages EACL 2026 OLA: Output Language Alignment in Code-Switched LLM Interactions ACL 2026 One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026 Polyglots or Multitudes? Multilingual LLM Answers to Value-laden Multiple-Choice Questions EACL 2026 Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models EACL 2026 SiLP: Enhancing Non-Dominant Language Capabilities with a Selective Bidirectional Language Projection Framework ACL 2026