conftrace_

multilingual instruction tuning

6 papers

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Co-occurring keywords · papers mentioning both

large language model (5) cross-lingual transfer (3) instruction fine-tuning (2) language exposure (1) genetic language feature (1) language coverage (1) multilingual dialogue generation (1) language separability (1) negative interference (1) synthetic dataset generation (1)

Papers

LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning AAAI 2026 How Many Languages Make Good Multilingual Instruction Tuning? A Case Study on BLOOM COLING 2025 M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models NAACL 2025 PROM: Pivoted and Regulated Optimization for Multilingual Instruction Learning NAACL 2025 Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning ACL 2024 Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed? EMNLP 2024