Yorko / bert-finetuning-catalyst
Code for BERT classifier finetuning for multiclass text classification
☆71Updated 2 years ago
Alternatives and similar repositories for bert-finetuning-catalyst:
Users that are interested in bert-finetuning-catalyst are comparing it to the libraries listed below
- PyTorch implementation of 'An Unsupervised Neural Attention Model for Aspect Extraction' by He et al. ACL2017'☆66Updated 3 years ago
- Distillation of BERT model with catalyst framework☆76Updated last year
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated last year
- Russian RoBERTa☆29Updated 5 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆202Updated 2 years ago
- Pipeline for easy fine-tuning of BERT architecture for sequence classification☆23Updated last year
- ☆17Updated 3 years ago
- Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.☆66Updated 2 years ago
- Interface for easier topic modelling.☆138Updated 8 months ago
- A small library with distillation, quantization and pruning pipelines☆26Updated 3 years ago
- RUSSE 2022: Russian Text Detoxification Based on Parallel Corpora☆20Updated last week
- Simple library to work with pre-trained ELMo models in TensorFlow☆52Updated last year
- Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier☆80Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- Shared BERT model for 4 languages of Bulgarian, Czech, Polish and Russian. Slavic NER model.☆73Updated 3 years ago
- DEREK (Domain Entities and Relations Extraction Kit)☆10Updated last year
- Some notebooks for NLP☆200Updated last year
- Probing suite for evaluation of Russian embedding and language models☆33Updated 6 months ago
- RuREBus shared task repo☆30Updated 4 years ago
- Introduction to the recently released T5 model from the paper - Exploring the Limits of Transfer Learning with a Unified Text-to-Text Tra…☆35Updated 4 years ago
- NEREL: A Russian Dataset with Nested Named Entities, Relations and Events☆29Updated last year
- Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.☆16Updated 4 years ago
- A small repo showing how to easily use BERT (or other transformers) for inference☆99Updated 5 years ago
- ☆33Updated 2 years ago
- ☆61Updated 4 years ago
- Russian paraphrasers. Generate paraphrases with mt5, gpt2, etc.☆54Updated last year
- Pytorch library for end-to-end transformer models training, inference and serving☆70Updated 2 years ago
- BSNLP 2021☆33Updated 5 months ago
- Курс по глубокому обучению в обработке естественных языков для магистров компьютерной лингвистики Высшей Школы Экономики☆47Updated 2 years ago
- A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.☆180Updated 3 years ago