State of the Art Natural Language Processing
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Updated
May 22, 2024 - Scala
State of the Art Natural Language Processing
A ULauncher/Albert extension that supports currency, units and date time conversion, as well as a calculator that supports complex numbers and functions.
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
A fast and flexible keyboard launcher
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
This project aims to build a spam filter using a fine-tuned ALBERT (A Lite BERT) Transformer model. The ALBERT model, pre-trained on a large corpus of text, is fine-tuned on a spam detection dataset to create an efficient and accurate spam filter.
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,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.
🤖 A PyTorch library of curated Transformer models and their composable components
This repository contains the code used for training/fine-tuning the models introduced in the paper "MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers".
AI and Memory Wall
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
This repository consist of projects related to Natural Language Processing using machine learning and deep learning concepts
NLP (Natural Language Processing)
I performed sentiment analysis aimed at determining the sentiment of 50000 imDB movie reviews, whether they are positive, negative, or neutral. I employed various NLP approaches including lexicon based approaches, machine learning models, PLM models, and hybrid models, and assessed the performance on each type of model.
A bot to send tech related polls in your channel/group
A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)
Sentiment analysis with YELP Reviews and Transformers.
Identification of ARG1 in nominal predicates of Nombank Dataset | NYU CSCI-GA_2590
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