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42 search results found

Paddlenlp ⭐ 10,908

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Keybert ⭐ 3,047

Minimal keyword extraction with BERT

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Keras Textclassification ⭐ 1,641

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Contextualized Topic Models ⭐ 1,141

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

Bert Extractive Summarizer ⭐ 1,096

Easy to use extractive text summarization with BERT

Polyfuzz ⭐ 671

Fuzzy string matching, grouping, and evaluation.

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Vocab Coverage ⭐ 191

语言模型中文认知能力分析

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Xiaohei Zuowen ⭐ 131

小嘿作文生成器：根据主题谓语、主题宾语，生成中学考试风格的作文。

Bert Keyphrase Extraction ⭐ 102

Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Easy Bert ⭐ 71

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

Embedding_study ⭐ 64

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Pytorch_bert_elmo_example ⭐ 62

A text classification example with Bert/ELMo/GloVe in pytorch

Anna_anki_neuronal_appendix ⭐ 56

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

Cool Nlpcv ⭐ 48

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

Text_and_audio_classification_with_bert ⭐ 37

Text Classification in Turkish Texts with Bert

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti

Go Bindings for BERT NLP Models

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Textwiser ⭐ 36

[AAAI 2021] TextWiser: Text Featurization Library

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Sentimentanalysis ⭐ 21

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Bert Embedding ⭐ 21

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

Applied Deep Learning (2019 Spring) @ NTU

Sapiens is a human antibody language model based on BERT.

Convert Labse Tf Pt ⭐ 13

Convert LaBSE model from TF Hub to PyTorch.

Bert Adv Embed ⭐ 12

Adversarial perturbations on word embeddings of BERT

A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.

Bert Disambiguation ⭐ 12

Code and CoarseWSD-20 datasets for "Language Models and Word Sense Disambiguation: An Overview and Analysis"

Smiles Featurizers ⭐ 12

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

Hackerbert ⭐ 9

A showcase of combining Elasticsearch with BERT on the HackerNews public data

Dataset and code for ”EATN: An Efﬁcient Adaptive Transfer Network for Aspect-level Sentiment Analysis"

Nlp Semantic Role Labeling ⭐ 7

NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

Wineinamillion ⭐ 6

Wine Recommender created with sentence-BERT and NearestNeighbor on AWS SageMaker

Magnet Multi Label Text Classi Cation Using Attention Based Graph Neural Network ⭐ 6

This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.

Semantic Question Similarity ⭐ 6

Official implementation of: Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic

Sentiment_embeddings ⭐ 5

A scientific benchmark and comparison of the performance of sentiment analysis models in NLP on small to medium datasets

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