labteral / ernie
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
☆198Updated 5 months ago
Related projects ⓘ
Alternatives and complementary repositories for ernie
- architectures and pre-trained models for long document classification.☆154Updated 3 years ago
- Exploring the simple sentence similarity measurements using word embeddings☆100Updated 2 months ago
- Deep learning with text doesn't have to be scary.☆275Updated last year
- Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers☆159Updated 4 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆363Updated 2 years ago
- LASER multilingual sentence embeddings as a pip package☆225Updated last year
- Question Answering using Albert and Electra☆206Updated last year
- ☆67Updated 4 years ago
- Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Process…☆250Updated 6 years ago
- NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT☆231Updated last year
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆394Updated 2 years ago
- Interpretable Evaluation for (Almost) All NLP Tasks☆193Updated 2 years ago
- Unsupervised Question answering via Cloze Translation☆218Updated 2 years ago
- Named entity recognizer based on ELMo or BERT as feature extractor and CRF as final classifier☆81Updated last year
- New dataset☆298Updated 3 years ago
- Named Entity Recognition with BERT using TensorFlow 2.0☆212Updated last year
- Semantic search using Transformers and others☆110Updated 4 years ago
- Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive…☆427Updated last year
- Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.☆252Updated 2 years ago
- This repository contains various ways to calculate sentence vector similarity using NLP models☆200Updated 4 years ago
- Preprocessing Library for Natural Language Processing☆160Updated last year
- ⛔ [NOT MAINTAINED] A web-based annotator for closed-domain question answering datasets with SQuAD format.☆88Updated last year
- SummVis is an interactive visualization tool for text summarization.☆251Updated 2 years ago
- An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the t…☆215Updated 4 months ago
- Create interactive textual heat maps for Jupiter notebooks☆196Updated 5 months ago
- Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in …☆119Updated 4 years ago
- ☆73Updated 6 years ago
- Minimal Interactive Attention Visualization☆138Updated 4 years ago
- Code for unsupervised aspect extraction, using Keras and its Backends☆92Updated last year