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ThetNaing 's Collections
Must-read Papers

Must-read Papers

updated Jun 3, 2024

Some of the most important and insightful (in my opinion) AI papers of today, with a focus on NLP and LLMs.

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  • ReAct: Synergizing Reasoning and Acting in Language Models

    Paper • 2210.03629 • Published Oct 6, 2022 • 27

  • Attention Is All You Need

    Paper • 1706.03762 • Published Jun 12, 2017 • 61

  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

    Paper • 1810.04805 • Published Oct 11, 2018 • 18

  • Jamba: A Hybrid Transformer-Mamba Language Model

    Paper • 2403.19887 • Published Mar 28, 2024 • 111

  • Mixtral of Experts

    Paper • 2401.04088 • Published Jan 8, 2024 • 159

  • QLoRA: Efficient Finetuning of Quantized LLMs

    Paper • 2305.14314 • Published May 23, 2023 • 52

  • KAN: Kolmogorov-Arnold Networks

    Paper • 2404.19756 • Published Apr 30, 2024 • 113

  • Mistral 7B

    Paper • 2310.06825 • Published Oct 10, 2023 • 48

  • Uni-MoE: Scaling Unified Multimodal LLMs with Mixture of Experts

    Paper • 2405.11273 • Published May 18, 2024 • 17

  • Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality

    Paper • 2405.21060 • Published May 31, 2024 • 68
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