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
- Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.☆66Updated 2 years ago
- Code for unsupervised aspect extraction, using Keras and its Backends☆91Updated last year
- Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier☆80Updated last year
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- Simple library to work with pre-trained ELMo models in TensorFlow☆52Updated last year
- Interface for easier topic modelling.☆138Updated 7 months ago
- A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.☆177Updated 3 years ago
- Pipeline for easy fine-tuning of BERT architecture for sequence classification☆22Updated last year
- Distillation of BERT model with catalyst framework☆76Updated last year
- Low-code pre-built pipelines for experiments with huggingface/transformers for Data Scientists in a rush.☆16Updated 4 years ago
- Pytorch library for end-to-end transformer models training, inference and serving☆70Updated 2 years ago
- ☆61Updated 4 years ago
- RUSSE 2022: Russian Text Detoxification Based on Parallel Corpora☆20Updated last month
- http://nlp.seas.harvard.edu/2018/04/03/attention.html☆63Updated 3 years ago
- 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…☆201Updated 2 years ago
- ☆17Updated 3 years ago
- Models for automatic abstractive summarization☆171Updated 2 years ago
- ☆33Updated last year
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆80Updated 2 years ago
- Some notebooks for NLP☆196Updated last year
- Pipeline for fast building text classification TF-IDF + LogReg baselines.☆62Updated 3 years ago
- Creating class-based TF-IDF matrices☆82Updated 2 years ago
- Probing suite for evaluation of Russian embedding and language models☆33Updated 5 months ago
- A small library with distillation, quantization and pruning pipelines☆26Updated 3 years ago
- DEREK (Domain Entities and Relations Extraction Kit)☆10Updated last year
- Tools for shrinking fastText models (in gensim format)☆178Updated 10 months ago
- Code and data of "Methods for Detoxification of Texts for the Russian Language" paper☆47Updated last month
- NEREL: A Russian Dataset with Nested Named Entities, Relations and Events☆27Updated last year