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Chain-of-thought (CoT) has emerged as a powerful technique to elicit reasoning in large language models and improve a variety of downstream tasks.
Visualizing data using t-sne
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Cross-lingual language model pretraining
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Training verifiers to solve math word problems
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Large language models are reasoning teachers
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Crosslingual generalization through multitask finetuning
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Training language models to follow instructions with human feedback
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Bloom: A 176b-parameter open-access multilingual language model
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Finetuned language models are zero-shot learners
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CROP: zero-shot cross-lingual named entity recognition with multilingual labeled sequence translation
Jian Yang, Shaohan Huang, Shuming Ma, Yuwei Yin, Li Dong, Dongdong Zhang, Hongcheng Guo, Zhoujun Li, and Furu Wei. 2022a · 2022
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High-resource language-specific training for multilingual neural machine translation
Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Zhoujun Li, and Furu Wei. 2022b · 2022
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UM4: unified multilingual multiple teacher-student model for zero-resource neural machine translation
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Bidirectional language models are also few-shot learners
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Cross-lingual prompting: Improving zero-shot chain-of-thought reasoning across languages
Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, and Wanxiang Che. 2023 · 2023
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Language models are multilingual chain-of-thought reasoners
Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, Dipanjan Das, and Jason Wei. 2023 · 2023
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Understanding translationese in cross-lingual summarization
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Breaking language barriers in multilingual mathematical reasoning: Insights and observations
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GanLM: Encoder-decoder pre-training with an auxiliary discriminator
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Scaling relationship on learning mathematical reasoning with large language models
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Mammoth: Building math generalist models through hybrid instruction tuning
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Multimodal chain-of-thought reasoning in language models
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Solving math word problems via cooperative reasoning induced language models
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Are NLP models really able to solve simple math word problems?
Arkil Patel, Satwik Bhattamishra, and Navin Goyal. 2021 · 2094
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