IBM / PoWER-BERTLinks
Method to improve inference time for BERT. This is an implementation of the paper titled "PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination" accepted in ICML 2020.
☆62Updated 3 months ago
Alternatives and similar repositories for PoWER-BERT
Users that are interested in PoWER-BERT are comparing it to the libraries listed below
Sorting:
- Official Pytorch Implementation of Length-Adaptive Transformer (ACL 2021)☆102Updated 5 years ago
- Code for the paper "Are Sixteen Heads Really Better than One?"☆174Updated 5 years ago
- Source code for NAACL 2021 paper "TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference"☆48Updated 3 years ago
- DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference☆161Updated 3 years ago
- Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".☆66Updated 4 years ago
- Code for EMNLP 2020 paper CoDIR☆41Updated 3 years ago
- ☆48Updated 5 years ago
- Code for the paper "A Theoretical Analysis of the Repetition Problem in Text Generation" in AAAI 2021.☆57Updated 3 years ago
- [NeurIPS 2020] "The Lottery Ticket Hypothesis for Pre-trained BERT Networks", Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Ya…☆141Updated 3 years ago
- ☆32Updated 4 years ago
- Code for our EMNLP 2020 Paper "AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network"☆19Updated 3 years ago
- DisCo Transformer for Non-autoregressive MT☆77Updated 3 years ago
- FairSeq repo with Apollo optimizer☆114Updated 2 years ago
- ☆44Updated 5 years ago
- [ACL‘20] Highway Transformer: A Gated Transformer.☆33Updated 4 years ago
- EMNLP 2021 - CTC: A Unified Framework for Evaluating Natural Language Generation☆98Updated 2 years ago
- Source code for paper: Knowledge Inheritance for Pre-trained Language Models☆38Updated 3 years ago
- ☆45Updated 4 years ago
- Pytorch implementation of paper "Efficient Nearest Neighbor Language Models" (EMNLP 2021)☆74Updated 3 years ago
- Source code for "Efficient Training of BERT by Progressively Stacking"☆113Updated 6 years ago
- ICLR2019, Multilingual Neural Machine Translation with Knowledge Distillation☆70Updated 5 years ago
- ☆41Updated 4 years ago
- EMNLP 2021: Single-dataset Experts for Multi-dataset Question-Answering☆69Updated 4 years ago
- ReConsider is a re-ranking model that re-ranks the top-K (passage, answer-span) predictions of an Open-Domain QA Model like DPR (Karpukhi…☆49Updated 4 years ago
- The implementation of "Neural Machine Translation without Embeddings", NAACL 2021☆33Updated 4 years ago
- DEMix Layers for Modular Language Modeling☆54Updated 4 years ago
- ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation☆25Updated 5 years ago
- This repository contains the code for running the character-level Sandwich Transformers from our ACL 2020 paper on Improving Transformer …☆55Updated 4 years ago
- Tutorials on training and testing retrieval-based models (DrQA & DPR)☆51Updated 5 years ago
- [NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining☆119Updated 2 years ago