Attention Is All You Need
Paper
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1706.03762
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Published
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49
#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
Paper • 2005.14165 • Published • 11 -
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
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Orca 2: Teaching Small Language Models How to Reason
Paper • 2311.11045 • Published • 71 -
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
Paper • 2005.11401 • Published • 11 -
LLaMA: Open and Efficient Foundation Language Models
Paper • 2302.13971 • Published • 13 -
Llama 2: Open Foundation and Fine-Tuned Chat Models
Paper • 2307.09288 • Published • 243 -
Emergent Abilities of Large Language Models
Paper • 2206.07682 • Published • 3 -
Training language models to follow instructions with human feedback
Paper • 2203.02155 • Published • 16 -
OPT: Open Pre-trained Transformer Language Models
Paper • 2205.01068 • Published • 2 -
PaLM: Scaling Language Modeling with Pathways
Paper • 2204.02311 • Published • 2 -
Magicoder: Source Code Is All You Need
Paper • 2312.02120 • Published • 80 -
Evolutionary Optimization of Model Merging Recipes
Paper • 2403.13187 • Published • 50 -
CRAG -- Comprehensive RAG Benchmark
Paper • 2406.04744 • Published • 43