Maarten Bosma
3 papers · Latest:
Natural Language Processing
PaLM: Scaling Language Modeling with Pathways
PaLM is a 540-billion parameter Transformer language model that achieves state-of-the-art few-shot learning performance across diverse benchmarks, demonstrating significant benefits from scaling.
2204.02311
Natural Language ProcessingChain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain of thought prompting, which involves providing intermediate reasoning steps in prompts, significantly enhances large language models' performance on complex reasoning tasks.
2201.11903
Natural Language ProcessingFinetuned Language Models Are Zero-Shot Learners
Instruction tuning large language models on diverse NLP tasks significantly enhances their zero-shot learning capabilities, outperforming much larger models like GPT-3.
2109.01652
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