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Collections including paper arxiv:2308.04948

Multilingual PIT

Extrapolating Large Language Models to Non-English by Aligning Languages

Paper • 2308.04948 • Published Aug 9, 2023 • 1
Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20 • 24
Breaking the Curse of Multilinguality with Cross-lingual Expert Language Models

Paper • 2401.10440 • Published Jan 19

Multilingual-LLM

How Multilingual is Multilingual LLM?

Paper • 2311.09071 • Published Nov 15, 2023
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models

Paper • 2402.02801 • Published Feb 5 • 1
Question Translation Training for Better Multilingual Reasoning

Paper • 2401.07817 • Published Jan 15 • 1
Extrapolating Multilingual Understanding Models as Multilingual Generators

Paper • 2305.13140 • Published May 22, 2023

Multilingual LLMs

A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models

Paper • 2309.11674 • Published Sep 20, 2023 • 31
Extrapolating Large Language Models to Non-English by Aligning Languages

Paper • 2308.04948 • Published Aug 9, 2023 • 1
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation

Paper • 2401.08417 • Published Jan 16 • 32

LLaMA Beyond English: An Empirical Study on Language Capability Transfer

Paper • 2401.01055 • Published Jan 2 • 54
YAYI 2: Multilingual Open-Source Large Language Models

Paper • 2312.14862 • Published Dec 22, 2023 • 13
Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 2
TaCo: Enhancing Cross-Lingual Transfer for Low-Resource Languages in LLMs through Translation-Assisted Chain-of-Thought Processes

Paper • 2311.10797 • Published Nov 17, 2023

Dissecting In-Context Learning of Translations in GPTs

Paper • 2310.15987 • Published Oct 24, 2023 • 5
Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca

Paper • 2309.08958 • Published Sep 16, 2023 • 2
X-LLM: Bootstrapping Advanced Large Language Models by Treating Multi-Modalities as Foreign Languages

Paper • 2305.04160 • Published May 7, 2023 • 2
Ziya-VL: Bilingual Large Vision-Language Model via Multi-Task Instruction Tuning

Paper • 2310.08166 • Published Oct 12, 2023 • 1

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