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Search results for pytorch natural language processing

natural-language-processing x

333 search results found

Ontoprotein ⭐ 98

Code and datasets for the ICLR2022 paper "OntoProtein: Protein Pretraining With Gene Ontology Embedding"

Learning Manual ⭐ 98

个人学习手册（AI、Web、Quant）

Ulm Basenet ⭐ 97

Implementation of ULMFit algorithm for text classification via transfer learning

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Crosslingualcontextualemb ⭐ 96

Cross-Lingual Alignment of Contextual Word Embeddings

Tree Transformer ⭐ 95

Implementation of the paper Tree Transformer

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Wisdomify ⭐ 95

A BERT-based reverse dictionary of Korean proverbs

Interpretable Models for NLP using PyTorch

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

Hash Embeddings ⭐ 93

PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.

KoRean based BERT pre-trained models (KR-BERT) for Tensorflow and PyTorch

Pytorch_gbw_lm ⭐ 90

PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset

Structured Prediction as Translation between Augmented Natural Languages

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiv.org/pdf/2210.14698.pdf

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具，支持BertSoftmax、BertSpan等模型，开箱即用。

AMR Parsing as Sequence-to-Graph Transduction

Toeicbert ⭐ 86

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

Pytorch Edit Distance ⭐ 85

Levenshtein edit-distance on PyTorch and CUDA

Torchflare ⭐ 83

TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.

EasyDeL is an OpenSource Library to make your training faster and more Optimized With cool Options for training and serving Both in Python And Mojo🔥

100 Days Of Nlp ⭐ 83

Arch Data Science ⭐ 83

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

Torchtexttutorial ⭐ 82

A short tutorial for Torchtext, the NLP-specific add-on for Pytorch.

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Msr Nlp Projects ⭐ 81

This is a list of open-source projects at Microsoft Research NLP Group

Reparam Discrete Diffusion ⭐ 81

Reparameterized Discrete Diffusion Models for Text Generation

Speechprompt ⭐ 80

**Interspeech 2022** 《SpeechPrompt: An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks》Speech processing with prompting paradigm

Intra Bag And Inter Bag Attentions ⭐ 80

Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions

Nlp With Pytorch ⭐ 79

<파이토치로 배우는 자연어 처리>(한빛미디어, 2021)의 소스 코드를 위한 저장소입니다.

Prompt Transferability ⭐ 79

On Transferability of Prompt Tuning for Natural Language Processing

OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models

Awesome Adaptive Computation ⭐ 79

A curated reading list of research in Adaptive Computation (AC) & Mixture of Experts (MoE).

Yet Another Retnet ⭐ 79

A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)

Nlp Models ⭐ 77

NLP research experiments, built on PyTorch within the AllenNLP framework.

Tweet Stance Prediction ⭐ 77

Applying NLP transfer learning techniques to predict Tweet stance

Awesome Python Machine Learning Resources ⭐ 77

a collection of awesome machine learning and deep learning Python libraries&tools. 热门实用机器学习和深入学习Python库和工具的集合

Qanet Pytorch ⭐ 76

A Pytorch implementation of QANet

Kg Baseline Pytorch ⭐ 76

2019百度的关系抽取比赛，使用Pytorch实现苏神的模型，F1在dev集可达到0.75，联合关系 Relation Extraction.

Nlg Metricverse ⭐ 75

[COLING22] An End-to-End Library for Evaluating Natural Language Generation

Sentence Embeddings in NLI with Iterative Refinement Encoders

Focusseq2seq ⭐ 75

[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstract Summarization)

ReFinED is an efficient and accurate entity linking (EL) system.

Scan2cap ⭐ 74

[CVPR 2021] Scan2Cap: Context-aware Dense Captioning in RGB-D Scans

Gpt2 Dialogue Generation Pytorch ⭐ 74

The PyTorch implementation of fine-tuning the GPT-2(Generative Pre-Training 2) for dialogue generation.

Electra_pytorch ⭐ 73

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Writing Editing Network ⭐ 72

Code for Paper Abstract Writing through Editing Mechanism

Spokennlp ⭐ 71

A wide variety of research projects developed by the SpokenNLP team of Speech Lab, Alibaba Group.

Clip Gpt Captioning ⭐ 71

CLIPxGPT Captioner is Image Captioning Model based on OpenAI's CLIP and GPT-2.

Use BERT to Fill in the Blanks

Alpaca 7b Chinese ⭐ 70

Finetune LLaMA-7B with Chinese instruction datasets

Pytorch Seq2seq Example ⭐ 69

Fully batched seq2seq example based on practical-pytorch, and more extra features.

Private Transformers ⭐ 69

make differentially private training of transformers easy

Bert Chinese Text Classification Pytorch ⭐ 68

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Official Code for Paper <XCloud: Design and Implementation of AI Cloud Platform with RESTful API Service> (arXiv1912.10344)

100daysofml ⭐ 67

100 Days Of Machine Learning. New Content in every 1-2 day and projects every week. The massive 100DaysOfML in building

Get_started_with_deep_learning_for_text_with_allennlp ⭐ 67

Getting started with AllenNLP and PyTorch by training a tweet classifier

Biome Text ⭐ 65

Custom Natural Language Processing with big and small models 🌲🌱

This is where I put all my work in Natural Language Processing

Pytorch_notebooks ⭐ 64

A collection of PyTorch notebooks for learning and practicing deep learning

PyTorch Implementation of OpenAI GPT-2

Multilangstructurekd ⭐ 64

[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

Relation Extraction Transformer ⭐ 64

NLP: Relation extraction with position-aware self-attention transformer

Transformer ⭐ 63

Neutron: A pytorch based implementation of Transformer and its variants.

UNF(Universal NLP Framework)

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

Convert_checkpoint_to_lsg ⭐ 62

Efficient Attention for Long Sequence Processing

Lstm_sentence_classifier ⭐ 61

LSTM-based Models for Sentence Classification in PyTorch

Deep Learning Pytorch ⭐ 61

A repo containing code covering various aspects of deep learning on Pytorch. Great for beginners and intermediate in the field

Extremely Fine Grained Entity Typing ⭐ 61

PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)

Dmn Plus ⭐ 60

A Pytorch tutorial for implementation of Dynamic memory Network Plus

Imodelsx ⭐ 60

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Pretraining For Language Understanding ⭐ 59

Pre-training of Language Models for Language Understanding

Transformer Ocr ⭐ 59

Handwritten text recognition using transformers.

Train llm (bloom, llama, baichuan2-7b, chatglm3-6b) with deepspeed pipeline mode. Faster than zero/zero++/fsdp.

A deep learning library based on Pytorch focussed on low resource language research and robustness

Ai Writer_data2doc ⭐ 58

PyTorch Implementation of NBA game summary generator.

Gts Engine ⭐ 58

GTS Engine: A powerful NLU Training System。GTS引擎（GTS-Engine）是一款开箱即用且性能强大的自然语言理解引擎，聚焦于小

flask+seq2seq【TensorFlow1.0, Pytorch】 🎨 🎨 在线聊天机器人 https://mp.weixin.qq.com/s/VpiAmVSTin3ALA8MnzhCJA 或 https://ask.hellobi.com/blog/python_shequ/14486

Cachedembedding ⭐ 56

A memory efficient DLRM training solution using ColossalAI

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

How To Train Your Neural Net ⭐ 55

Deep learning research implemented on notebooks using PyTorch.

Romanian Transformers ⭐ 55

This repo is the home of Romanian Transformers.

Twitter Sentiment Tracker ⭐ 55

Dash app for classifying tweets in real-time

Giotto Deep ⭐ 55

Deep learning made topological.

Dialog Intent Induction ⭐ 54

Code and data for paper "Dialog Intent Induction with Deep Multi-View Clustering", Hugh Perkins and Yi Yang, 2019, EMNLP 2019

Source codes and dataset of Call for Customized Conversation: Customized Conversation Grounding Persona and Knowledge

Groundbreaking Papers ⭐ 54

ML Research paper summaries, annotated papers and implementation walkthroughs

Advancedindexing Pytorch ⭐ 54

(Batched) advanced indexing for PyTorch.

Coref Hoi ⭐ 54

PyTorch implementation of the end-to-end coreference resolution model with different higher-order inference methods.

Knowledgeeditor ⭐ 53

Code for Editing Factual Knowledge in Language Models

Hierarchical Universal Language Conditioned Policies

Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction

Transformers In Action ⭐ 51

This is the corresponding code for the book Transformers in Action

Supervised Product Matching ⭐ 51

⚖️ Neural network for product matching, aka classifying whether two product titles represent the same entity

Nlp Class ⭐ 51

A Natural Language Processing course taught by Professor Ghassemi

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