pvgladkov / knowledge-distillationLinks
PyTorch implementations of algorithms for knowledge distillation.
☆57Updated 5 years ago
Alternatives and similar repositories for knowledge-distillation
Users that are interested in knowledge-distillation are comparing it to the libraries listed below
Sorting:
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆136Updated 2 years ago
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆109Updated 4 years ago
- ☆42Updated 5 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆91Updated 4 years ago
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆184Updated 2 years ago
- Language-agnostic BERT Sentence Embedding (LaBSE)☆153Updated 5 years ago
- Named Entity Recognition as Dependency Parsing☆39Updated 5 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆132Updated 3 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆139Updated 4 years ago
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆180Updated 4 years ago
- pytorch implementation for Patient Knowledge Distillation for BERT Model Compression☆203Updated 6 years ago
- An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0☆137Updated 5 years ago
- This repo contains the code for ACL2020 paper "Coreference Resolution as Query-based Span Prediction"☆139Updated 5 years ago
- CharBERT: Character-aware Pre-trained Language Model (COLING2020)☆121Updated 4 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆138Updated 4 years ago
- Intent Detection and Slot Filling☆39Updated 2 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 5 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Updated last year
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆289Updated 2 years ago
- Selections from EMNLP 2020☆58Updated 4 years ago
- ☆65Updated 3 years ago
- Implementation of Nested Named Entity Recognition using BERT☆136Updated 4 years ago
- Knowledge Distillation from BERT☆53Updated 6 years ago
- ALBERT model Pretraining and Fine Tuning using TF2.0☆204Updated 2 years ago
- CIKM 2020: Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots☆74Updated 5 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆228Updated 2 years ago
- Research code for ACL 2020 paper: "Distilling Knowledge Learned in BERT for Text Generation".☆128Updated 4 years ago
- Code for the paper: GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling☆66Updated 6 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Updated 3 years ago