152 Open source projects that are alternatives of or similar to Pytorch Nce

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

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A curated list of pretrained sentence and word embedding models

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PhoNLP: A BERT-based multi-task learning toolkit for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)

Language Modeling

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Optimus: the first large-scale pre-trained VAE language model

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

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Natural language detection package in pure Go

a sklearn wrapper for Google's BERT model

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Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.

Pytorch library for end-to-end transformer models training, inference and serving

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

PyTorch Implementation of OpenAI GPT-2

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

Language model finetuning on NER with an easy interface, and cross-domain evaluation. We released NER models finetuned on various domain via huggingface model hub.

中文 预训练 ELECTRA 模型: 基于对抗学习 pretrain Chinese Model

Implementation of Dynamic memory networks plus in Pytorch

GPT-2 French demo | Démo française de GPT-2

Library to scrape and clean web pages to create massive datasets.

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

bert as language model, fork from https://github.com/google-research/bert

Load GPT-2 checkpoint and generate texts

Implementation of XLNet that can load pretrained checkpoints

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

A collaborative collection of open-source safe GPT-3 prompts that work well

Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP

Transformer language model (GPT-2) with sentencepiece tokenizer

Python toolkit for Chinese Language Understanding(CLUE) Evaluation benchmark

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

TensorFlow GAN implementation using Gumbel Softmax

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

Lingvo

A Greek edition of BERT pre-trained language model

LSTM and QRNN Language Model Toolkit for PyTorch

NEZHA: Neural Contextualized Representation for Chinese Language Understanding

Revisiting Pre-trained Models for Chinese Natural Language Processing (Findings of EMNLP)

Indonesian Language Models and its Usage

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling

language model in Chinese，基于Pytorch官方文档实现

🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)

Electra pre-trained model using Vietnamese corpus

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Top-k Approximate String Matching.

BERT-based Multilingual Model for Indian Languages

Character-based word embeddings model based on RNN for handling real world texts

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

XLNet for generating language.

🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥