Shakespeare like Text Generation using LSTM and TensorflowHasan HussainJovin James MaliyakalDion PhilipOmprakash YadavJETIR(www.jetir.org)
textgenrnn是建立在Keras和TensorFlow之上的,可以用于生成字符和单词级别的文本(字符级别是默认的)。网络体系架构使用注意力加权和跳过嵌入来加速训练和提高质量,并允许调整多个超参数,例如RNN大小、RNN层和包含双向RNN。您可以在Github repo这篇介绍性博客文章中阅读到更多关于textgenrnn及其特性和体系架构的信息。 生成“...
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project:http://casl-project.ai/ pythonmachine-learningnatural-language-processingdeep-learningtensorflowmachine-translationtext-generationdata-processingberttext-datadialog-systemsgpt-2texar...
Wrapper library for text generation / language models at character and word level with RNNs in TensorFlow Topics nlp tensorflow tensorflow-library language-model char-rnn char-lm Resources Readme License MIT license Activity Stars 60 stars Watchers 3 watching Forks 29 forks Report reposit...
using TensorFlow. This supervised learning algorithm supports transfer learning for many pre-trained models available inTensorFlow hub. It takes a piece of text as input and outputs the probability for each of the class labels. You can fine-tune these pre-trained models using tran...
How to generate text: using different decoding methods for language generation with Transformers Text generation strategies 近年来,由于在数百万个网页上训练的基于 Transformer 的大型语言模型的兴起,包括 OpenAI 的 ChatGPT 和 Meta 的 LLaMA ,人们对开放式语言生成的兴趣 日益浓厚。条件开放式语言生成的结果令人...
using Long Short Term Memory (LSTM) [4,5] and Gated Recurrent Unit (GRU) [6] are introduced to obtain meaningful captions. Inclusion of attention mechanism in the model helps to extract the most relevant objects or regions in the image [7,8], which can be used for the generation of ...
text using the pre-trained Transformer language model GPT-2. This model creates a pool of potential titles, selects a suitable title, and suggests a unique way to refine or denoise it to get the final title. This strategy involves a pipeline containing his three modules of generation, ...
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/ - asyml/texar
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convoluti