Update README.md

README.md

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 | 2024.04 | **A Sparse and Wide Neural Network Model for DNA Sequences** |   SRNN    | [link](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4806928) |                              [link](https://github.com/wiedersehne/SwanDNA)                               |
 | 2024.03 | **Self-supervised learning for DNA sequences with circular dilated convolutional networks** |   Neural Networks    | [link](https://doi.org/10.1016/j.neunet.2023.12.002) |                              [link](https://github.com/wiedersehne/cdilDNA)                               |
 | 2024.01 | **ProtHyena: A fast and efficient foundation protein language model at single amino acid Resolution** |   bioRxiv    | [link](https://doi.org/10.1101/2024.01.18.576206) |                              [link](https://github.com/ZHymLumine/ProtHyena)                               |
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+## Basics of Sequence Modeling
+| Time | Title                                                        |  Venue  |                            Paper                             |                             Code                             |
+| ---- | ------------------------------------------------------------ | :-----: | :----------------------------------------------------------: | :----------------------------------------------------------: |
+| 2024.02 | **Transformer-VQ: Linear-Time Transformers via Vector Quantization** |   ICLR’24    | [link](https://doi.org/10.48550/arXiv.2309.16354) |                              -                               |
+| 2024.01 | **Scavenging Hyena: Distilling Transformers into Long Convolution Models** |    arXiv  | [link](https://doi.org/10.48550/arXiv.2401.17574) | - |
 | 2023.06 | **HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution** |   NeurIPS’23    | [link](https://proceedings.neurips.cc/paper_files/paper/2023/file/86ab6927ee4ae9bde4247793c46797c7-Paper-Conference.pdf) |                              [link](https://github.com/HazyResearch/hyenadna)                               |
-| 2023.06 | **Hyena hierarchy: towards larger convolutional language models** |   ICML’23    | [link](https://dl.acm.org/doi/abs/10.5555/3618408.3619572) |                              [link](https://github.com/Suro-One/Hyena-Hierarchy)                               |
 
 
 ## Quantization