leaderj1001 / Synthesizer-Rethinking-Self-Attention-Transformer-Models
Implementing SYNTHESIZER: Rethinking Self-Attention in Transformer Models using Pytorch
☆70Updated 4 years ago
Alternatives and similar repositories for Synthesizer-Rethinking-Self-Attention-Transformer-Models:
Users that are interested in Synthesizer-Rethinking-Self-Attention-Transformer-Models are comparing it to the libraries listed below
- A PyTorch implementation of the paper - "Synthesizer: Rethinking Self-Attention in Transformer Models"☆73Updated 2 years ago
- PyTorch implementation of Pay Attention to MLPs☆40Updated 3 years ago
- Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch☆118Updated 3 years ago
- FlatNCE: A Novel Contrastive Representation Learning Objective☆90Updated 3 years ago
- Code for "Understanding and Improving Layer Normalization"☆46Updated 5 years ago
- For paper《Gaussian Transformer: A Lightweight Approach for Natural Language Inference》☆28Updated 5 years ago
- code for Explicit Sparse Transformer☆60Updated last year
- Learning to Encode Position for Transformer with Continuous Dynamical Model☆59Updated 4 years ago
- Code for the ACL2020 paper Character-Level Translation with Self-Attention☆32Updated 4 years ago
- Implementation of RealFormer using pytorch☆101Updated 4 years ago
- How Does Selective Mechanism Improve Self-attention Networks?☆27Updated 3 years ago
- ☆83Updated 5 years ago
- Code for paper "Continual and Multi-Task Architecture Search (ACL 2019)"☆41Updated 5 years ago
- Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)☆73Updated 4 years ago
- Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": LXMERT…☆21Updated 4 years ago
- ☆20Updated 5 years ago
- Implementation of Mogrifier LSTM in PyTorch☆35Updated 4 years ago
- Code for EMNLP 2020 paper CoDIR☆41Updated 2 years ago
- This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron …☆32Updated last year
- ☆22Updated 3 years ago
- Research Code for NeurIPS 2020 Spotlight paper "Large-Scale Adversarial Training for Vision-and-Language Representation Learning": UNITER…☆119Updated 4 years ago
- custom pytorch implementation of MoCo v3☆45Updated 3 years ago
- [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.☆164Updated 4 years ago
- Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)☆29Updated 4 years ago
- Code for the paper "Query-Key Normalization for Transformers"☆37Updated 4 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆85Updated 2 years ago
- Official code for Group-Transformer (Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model, COLING…☆25Updated 4 years ago
- The implementation of multi-branch attentive Transformer (MAT).☆33Updated 4 years ago
- Implementation of Memformer, a Memory-augmented Transformer, in Pytorch☆112Updated 4 years ago
- [ICLR 2021] "UMEC: Unified Model and Embedding Compression for Efficient Recommendation Systems" by Jiayi Shen, Haotao Wang*, Shupeng Gui…☆39Updated 3 years ago