Attention Is All You Need
Paper
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1706.03762
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Published
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44
#MustRead Papers
Signature papers in AI/ML with focus on generative AI or large language models that bring unique perspectives and/or are highly cited by peers
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Language Models are Few-Shot Learners
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Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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Orca 2: Teaching Small Language Models How to Reason
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Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
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LoRA: Low-Rank Adaptation of Large Language Models
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Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
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LLaMA: Open and Efficient Foundation Language Models
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Llama 2: Open Foundation and Fine-Tuned Chat Models
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Emergent Abilities of Large Language Models
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Training language models to follow instructions with human feedback
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OPT: Open Pre-trained Transformer Language Models
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PaLM: Scaling Language Modeling with Pathways
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Magicoder: Source Code Is All You Need
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Evolutionary Optimization of Model Merging Recipes
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CRAG -- Comprehensive RAG Benchmark
Paper • 2406.04744 • Published • 42