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Search results for natural language processing knowledge distillation

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10 search results found

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Neuronblocks ⭐ 1,441

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Torchdistill ⭐ 1,171

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Easytransfer ⭐ 795

EasyTransfer is designed to make the development of transfer learning in NLP applications easier.

What I Have Read ⭐ 149

Paper Lists, Notes and Slides, Focus on NLP. For summarization, please refer to https://github.com/xcfcode/Summarization-Papers

SimXNS, a research project for information retrieval, containing official implementations, by MSRA NLC team.

Distill Bert Textgen ⭐ 90

Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".

Multilangstructurekd ⭐ 64

[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

This is the public repository of EMNLP 2023 paper "DisCo: Co-training Distilled Student Models for Semi-supervised Text Mining"

Easy Bert ⭐ 38

easy-bert是一个中文NLP工具，提供诸多bert变体调用和调参方法，极速上手；清晰的设计和代

Efficient Bert ⭐ 31

This repository contains the code for the paper in Findings of EMNLP 2021: "EfficientBERT: Progressively Searching Multilayer Perceptron via Warm-up Knowledge Distillation".

Dynamickd ⭐ 30

Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"

Neurips Micronet ⭐ 29

[JMLR 2020] NeurIPS 2019 MicroNet Challenge Efficient Language Modeling, Champion

Awesome Nlp References ⭐ 25

A curated list of resources dedicated to Knowledge Distillation, Recommendation System, especially Natural Language Processing (NLP).

AI book for everyone

Distilkobilstm ⭐ 17

Distilling Task-Specific Knowledge from Teacher Model into BiLSTM

Pytorch Minilm ⭐ 15

Unofficial Pytorch implementation of MiniLM and MiniLMv2

Sglkt Visdial ⭐ 10

🌈 PyTorch Implementation for EMNLP'21 Findings "Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer"

[ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.09651)

Knowledge Distillation Experiments ⭐ 5

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