| Sr No | Algorithm Name | Year | Blog | Video | Official Repo | Code |
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| 1 | GPT-Neo | 2021 |  |
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| 2 | Transformer | 2017 | |
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| 3 | BERT | 2018 | |
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| 4 | GPT | 2018 | |
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| 5 | Universal Transformer | 2018 | |
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| 6 | T-D | 2018 | |
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| 7 | GPT-2 | 2019 | |
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| 8 | T5 | 2019 | |
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| 9 | BART | 2019 | |
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| 10 | XLNet | 2019 | |
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| 11 | ALBERT | 2019 | |
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| 12 | Distil-BERT | 2019 | |
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| 13 | Transformer-XL | 2019 | |
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| 14 | XLM | 2019 | |
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| 15 | ViLBERT | 2019 | |
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| 16 | Sparse Transformer | 2019 | |
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| 17 | Levenshtein Transformer | 2019 | |
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| 18 | CTRL | 2019 | |
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| 19 | VideoBERT | 2019 | |
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| 20 | Compressive Transformer | 2019 | |
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| 21 | CuBERT | 2019 | |
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| 22 | BP-Transformer | 2019 | |
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| 23 | Adaptively Sparse Transformer | 2019 | |
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| 24 | Sandwich Transformer | 2019 | |
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| 25 | FSMT | 2019 | |
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| 26 | LXMERT | 2019 | |
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| 27 | VisualBERT | 2019 | |
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| 28 | GPT-3 | 2020 | |
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| 29 | ELECTRA | 2020 | |
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| 30 | Electric | 2020 | |
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| 31 | LongFormer | 2020 | |
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| 32 | mBART | 2020 | |
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| 33 | Performer | 2020 | |
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| 34 | ETC | 2020 | |
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| 35 | CodeBERT | 2020 | |
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| 36 | mT5 | 2020 | |
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| 37 | Reformer | 2020 | |
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| 38 | DeBERTa & DeBERTa-v2 | 2020 | |
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| 39 | Linformer | 2020 | |
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| 40 | RAG | 2020 | |
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| 41 | ProphetNet | 2020 | |
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| 42 | BigBird | 2020 | |
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| 43 | PLATO-2 | 2020 | |
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| 44 | Routing Transformer | 2020 | |
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| 45 | DeeBERT | 2020 | |
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| 46 | DynaBERT | 2020 | |
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| 47 | TernaryBERT | 2020 | |
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| 48 | MobileBERT | 2020 | |
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| 49 | Bort | 2020 | |
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| 50 | DeLighT | 2020 | |
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| 51 | PAR Transformer | 2020 | |
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| 52 | ConvBERT | 2020 | |
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| 53 | IB-BERT | 2020 | |
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| 54 | MacBERT | 2020 | |
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| 55 | RealFormer | 2020 | |
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| 56 | Sinkhorn Transformer | 2020 | |
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| 57 | SongNet | 2020 | |
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| 58 | Funnel Transformer | 2020 | |
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| 59 | SC-GPT | 2020 | |
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| 60 | SMITH | 2020 | |
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| 61 | BinaryBERT | 2020 | |
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| 62 | SqueezeBERT | 2020 | |
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| 63 | Feedback Transformer | 2020 | |
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| 64 | CamemBERT | 2020 | |
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| 65 | CPM | 2020 | |
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| 66 | DialoGPT | 2020 | |
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| 67 | DPR | 2020 | |
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| 68 | FlauBERT | 2020 | |
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| 69 | HerBERT | 2020 | |
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| 70 | LayoutLM | 2020 | |
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| 71 | LED | 2020 | |
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| 72 | LUKE | 2020 | |
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| 73 | M2M100 | 2020 | |
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| 74 | MBart and MBart-50 | 2020 | |
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| 75 | MegatronBERT | 2020 | |
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| 76 | MegatronGPT2 | 2020 | |
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| 77 | MPNet | 2020 | |
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| 78 | Pegasus | 2020 | |
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| 79 | PhoBERT | 2020 | |
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| 80 | QDQBERT | 2020 | |
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| 81 | RemBERT | 2020 | |
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| 82 | RetriBERT | 2020 | |
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| 83 | Speech2Text | 2020 | |
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| 84 | T5v1.1 | 2020 | |
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| 85 | TAPAS | 2020 | |
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| 86 | Wav2Vec2 | 2020 | |
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| 87 | XLM-ProphetNet | 2020 | |
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| 88 | XLM-RoBERTa | 2020 | |
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| 89 | XLSR-Wav2Vec2 | 2020 | |
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| 90 | Switch Transformer | 2021 | |
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| 91 | TNT | 2021 | |
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| 92 | Adaptive Span Transformer | 2021 | |
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| 93 | Primer | 2021 | |
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| 94 | Charformer | 2021 | |
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| 95 | MATE | 2021 | |
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| 96 | Nystromformer | 2021 | |
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| 97 | Subformer | 2021 | |
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| 98 | ESACL | 2021 | |
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| 99 | PermuteFormer | 2021 | |
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| 100 | NormFormer | 2021 | |
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| 101 | Fastformer | 2021 | |
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| 102 | AutoTinyBERT | 2021 | |
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| 103 | EGT | 2021 | |
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| 104 | Chinese Pre-trained Unbalanced Transformer | 2021 | |
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| 105 | GANFormer | 2021 | |
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| 106 | ClipBERT | 2021 | |
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| 107 | CodeT5 | 2021 | |
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| 108 | I-BERT | 2021 | |
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| 109 | ByT5 | 2021 | |
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| 110 | CANINE | 2021 | |
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| 111 | FNet | 2021 | |
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| 112 | LayoutLMV2 | 2021 | |
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| 113 | LayoutXLM | 2021 | |
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| 114 | GPT-J | 2021 | |
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| 115 | Hubert | 2021 | |
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| 116 | Perceiver | 2021 | |
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| 117 | RoFormer | 2021 | |
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| 118 | SegFormer | 2021 | |
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| 119 | SEW | 2021 | |
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| 120 | SEW-D | 2021 | |
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| 121 | Speech2Text2 | 2021 | |
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| 122 | Splinter | 2021 | |
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| 123 | TrOCR | 2021 | |
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| 124 | UniSpeech | 2021 | |
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| 125 | UniSpeech-SAT | 2021 | |
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| 126 | MarianMT | - | |
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- All blogs have links and some links contains different language blog such as Chinese, Korean etc. for this Please use Google Tranlater Page Convert.
if you want to contribute on this project please send us email: ashishpatel.ce.2011@gmail.com .
🙏🙏Special Thanks to Komal Lamba for contributing.
Copyright for source code belongs to the original author(s). However, under fair use you are encouraged to fork and contribute minor corrections and updates for the benefit of the reader(s).
Thanks for Reading ...!!!