Projects in Awesome Lists tagged with natural-language-processing

https://github.com/NiuTrans/ABigSurvey

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

deep-learning machine-learning natural-language-processing neural-networks paper-list surveys

Last synced: 30 Jul 2024

https://github.com/delip/PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 03 Sep 2024

https://github.com/google/sling

SLING - A natural language frame semantics parser

frame-semantic-parsing jit-compiler machine-learning natural-language-processing natural-language-understanding neural-network nlp

Last synced: 26 Sep 2024

https://github.com/THUDM/P-tuning-v2

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

natural-language-processing p-tuning parameter-efficient-learning pretrained-language-model prompt-tuning

Last synced: 30 Jul 2024

https://github.com/philipperemy/tensorflow-1.4-billion-password-analysis

Deep Learning model to analyze a large corpus of clear text passwords.

deep-learning natural-language-processing tensorflow

Last synced: 30 Sep 2024

https://github.com/baidu/senta

Baidu's open-source Sentiment Analysis System.

aspect-level-sentiment natural-language-processing opinion-target-extraction paddlepaddle sentiment-analysis sentiment-classification

Last synced: 30 Sep 2024

https://github.com/jiesutd/NCRFpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

artificial-intelligence char-cnn char-rnn chunking cnn crf lstm lstm-crf named-entity-recognition natural-language-processing nbest ner neural-networks part-of-speech-tagger pytorch sequence-labeling

Last synced: 01 Aug 2024

https://github.com/baidu/Senta

Baidu's open-source Sentiment Analysis System.

aspect-level-sentiment natural-language-processing opinion-target-extraction paddlepaddle sentiment-analysis sentiment-classification

Last synced: 01 Aug 2024

https://github.com/ChenglongChen/kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

crowdflower kaggle kaggle-competetion kaggle-crowdflower natural-language-processing nlp product-search relevance-competition search-engine search-relevance semantic-matching semantic-similarity

Last synced: 30 Jul 2024

https://github.com/chenglongchen/kaggle-crowdflower

1st Place Solution for CrowdFlower Product Search Results Relevance Competition on Kaggle.

crowdflower kaggle kaggle-competetion kaggle-crowdflower natural-language-processing nlp product-search relevance-competition search-engine search-relevance semantic-matching semantic-similarity

Last synced: 30 Sep 2024

https://github.com/nlpodyssey/spago

Self-contained Machine Learning and Natural Language Processing library in Go

artificial-intelligence automatic-differentiation automatic-translation bart bert bert-as-service computation-graph deep-learning deeplearning language-model lstm machine-learning named-entities-recognition natural-language-processing neural-network nlp question-answering recurrent-networks transformer-architecture

Last synced: 30 Sep 2024

https://github.com/zjunlp/llmagentpapers

Must-read Papers on LLM Agents.

agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys

Last synced: 30 Sep 2024

https://github.com/graph4ai/graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.io/index.html) for various learning resources!

deep-learning graph-neural-networks machine-learning natural-language-processing nlp pytorch

Last synced: 30 Sep 2024

https://github.com/dipanjans/text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 26 Sep 2024

https://github.com/lightning-universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning

Last synced: 02 Oct 2024

https://github.com/Lightning-Universe/lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

ai gan image-processing machine-learning natural-language-processing pytorch supervised-learning

Last synced: 01 Aug 2024

https://github.com/els-rd/transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

deep-learning deployment inference machine-learning natural-language-processing server

Last synced: 26 Sep 2024

https://github.com/ymcui/Chinese-XLNet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

natural-language-processing nlp pytorch tensorflow xlnet

Last synced: 31 Jul 2024

https://github.com/huggingface/huggingface_hub

The official Python client for the Huggingface Hub.

deep-learning hacktoberfest machine-learning model-hub models natural-language-processing pretrained-models pytorch

Last synced: 30 Sep 2024

https://github.com/dipanjanS/text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

clustering gensim natural-language natural-language-processing nltk pattern python scikit-learn semantic sentiment sentiment-analysis spacy stanford-nlp text-analytics text-classification text-summarization

Last synced: 02 Aug 2024

https://github.com/ELS-RD/transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for 🤗 Hugging Face transformer models 🚀

deep-learning deployment inference machine-learning natural-language-processing server

Last synced: 01 Aug 2024

https://github.com/salesforce/wikisql

A large annotated semantic parsing corpus for developing natural language interfaces.

database dataset machine-learning natural-language natural-language-interface natural-language-processing

Last synced: 30 Sep 2024

https://github.com/plasticityai/magnitude

A fast, efficient universal vector embedding utility package.

embeddings fast fasttext gensim glove machine-learning machine-learning-library memory-efficient natural-language-processing nlp python vectors word-embeddings word2vec

Last synced: 30 Sep 2024

https://github.com/explosion/sense2vec

🦆 Contextually-keyed word vectors

gensim gensim-word2vec machine-learning natural-language-processing nlp python sense2vec spacy word2vec

Last synced: 30 Sep 2024

https://github.com/eyurtsev/kor

LLM(😽)

information-extraction llm natural-language natural-language-processing natural-language-understanding

Last synced: 03 Oct 2024

https://github.com/zjunlp/easyedit

[知识编辑] [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

artificial-intelligence baichuan chatgpt easyedit efficient gpt knowledge-editing knowlm large-language-models llama llama2 mistral mmedit model-editing natural-language-processing open-source-project safeedit tool trustworthy-ai unlearning

Last synced: 27 Sep 2024

https://github.com/zjunlp/EasyEdit

[知识编辑] [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

artificial-intelligence baichuan chatgpt easyedit efficient gpt knowledge-editing knowlm large-language-models llama llama2 mistral mmedit model-editing natural-language-processing open-source-project safeedit tool trustworthy-ai unlearning

Last synced: 31 Jul 2024

https://github.com/explosion/spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

machine-learning machine-learning-models models natural-language-processing nlp spacy spacy-models statistical-models

Last synced: 30 Sep 2024

https://github.com/fuzhenxin/style-transfer-in-text

Paper List for Style Transfer in Text

natural-language-processing paper style-transfer survey

Last synced: 30 Sep 2024

https://github.com/google-research/language

Shared repository for open-sourced projects from the Google AI Language team.

machine-learning natural-language-processing research

Last synced: 30 Sep 2024

https://github.com/justmarkham/dat8

General Assembly's 2015 Data Science course in Washington, DC

clustering course data-analysis data-cleaning data-science data-visualization decision-trees ensemble-learning jupyter-notebook linear-regression logistic-regression machine-learning model-evaluation naive-bayes natural-language-processing pandas python regular-expressions scikit-learn web-scraping

Last synced: 26 Sep 2024

https://github.com/fuzhenxin/Style-Transfer-in-Text

Paper List for Style Transfer in Text

natural-language-processing paper style-transfer survey

Last synced: 02 Aug 2024

https://github.com/salesforce/WikiSQL

A large annotated semantic parsing corpus for developing natural language interfaces.

database dataset machine-learning natural-language natural-language-interface natural-language-processing

Last synced: 03 Aug 2024

https://github.com/boudinfl/pke

Python Keyphrase Extraction module

computational-linguistics information-retrieval keyphrase keyphrase-extraction keyword keyword-extraction natural-language-processing python

Last synced: 30 Sep 2024

https://github.com/lyuchenyang/macaw-llm

Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

deep-learning language-model machine-learning multi-modal-learning natural-language-processing neural-networks

Last synced: 30 Sep 2024

https://github.com/datamade/usaddress

:us: a python library for parsing unstructured United States address strings into address components

address address-parser conditional-random-fields crf machine-learning natural-language-processing nlp parserator python python-library

Last synced: 30 Sep 2024

https://github.com/bfelbo/deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 26 Sep 2024

https://github.com/bfelbo/DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 02 Aug 2024

https://github.com/thunlp/taadpapers

Must-read Papers on Textual Adversarial Attack and Defense

adversarial-attacks adversarial-defense adversarial-learning natural-language-processing nlp paper-list

Last synced: 30 Sep 2024

https://github.com/juand-r/entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.

annotations corpora datasets entity-extraction entity-recognition named-entity-recognition natural-language-processing ner nlp nlp-resources

Last synced: 30 Sep 2024

https://github.com/zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys

Last synced: 03 Aug 2024

https://github.com/dair-ai/Transformers-Recipe

🧠 A study guide to learn about Transformers

ai deep-learning machine-learning natural-language-processing nlp

Last synced: 01 Aug 2024

https://github.com/Hironsan/anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling

Last synced: 01 Aug 2024

https://github.com/hironsan/anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling

Last synced: 26 Sep 2024

https://github.com/thunlp/TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

adversarial-attacks adversarial-defense adversarial-learning natural-language-processing nlp paper-list

Last synced: 31 Jul 2024

https://github.com/OpenNMT/OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

deep-learning machine-translation natural-language-processing neural-machine-translation opennmt python tensorflow

Last synced: 01 Aug 2024

https://github.com/opennmt/opennmt-tf

Neural machine translation and sequence learning using TensorFlow

deep-learning machine-translation natural-language-processing neural-machine-translation opennmt python tensorflow

Last synced: 01 Oct 2024

https://github.com/lyuchenyang/Macaw-LLM

Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

deep-learning language-model machine-learning multi-modal-learning natural-language-processing neural-networks

Last synced: 01 Aug 2024

https://github.com/Tiiiger/bert_score

BERT score for text generation

machine-learning natural-language-processing

Last synced: 01 Aug 2024

https://github.com/nltk/nltk_data

NLTK Data

corpora linguistics natural-language-processing nlp nltk

Last synced: 30 Sep 2024

https://github.com/microsoft/NeuronBlocks

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

artificial-intelligence deep-learning dnn knowledge-distillation model-compression natural-language-processing pytorch qna question-answering sequence-labeling text-classification text-matching

Last synced: 01 Aug 2024

https://github.com/code-kern-ai/refinery

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

active-learning annotations artificial-intelligence data-centric-ai data-labeling data-science deep-learning human-in-the-loop labeling labeling-tool machine-learning natural-language-processing neural-search nlp python spacy supervised-learning text-annotation text-classification transformers

Last synced: 30 Sep 2024

https://github.com/undertheseanlp/underthesea

Underthesea - Vietnamese NLP Toolkit

dependency-parser dependency-parsing named-entity-recognition natural-language-processing ner nlp nlp-library pos-tagging sentence-segmentation vietnamese vietnamese-nlp vietnamese-tokenizer word-segmenter

Last synced: 30 Sep 2024

https://github.com/lyeoni/nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

natural-language-processing neural-machine-translation nlp nlp-tutorial sentiment-classification text-classification

Last synced: 30 Sep 2024

https://github.com/yoshitomo-matsubara/torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

amazon-sagemaker-lab cifar10 cifar100 coco colab-notebook glue google-colab image-classification imagenet knowledge-distillation natural-language-processing nlp object-detection pascal-voc pytorch semantic-segmentation transformer

Last synced: 01 Oct 2024

https://github.com/maluuba/nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

bleu bleu-score cider dialog dialogue evaluation machine-translation meteor natural-language-generation natural-language-processing nlg nlp rouge rouge-l skip-thought-vectors skip-thoughts task-oriented-dialogue

Last synced: 30 Sep 2024

https://github.com/explosion/spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

bert google gpt-2 huggingface language-model machine-learning natural-language-processing natural-language-understanding nlp openai pytorch pytorch-model spacy spacy-extension spacy-pipeline transfer-learning xlnet

Last synced: 30 Sep 2024

https://github.com/declare-lab/conv-emotion

This repo contains implementation of different architectures for emotion recognition in conversations.

conversational-agents conversational-ai dialogue-systems emotion-analysis emotion-recognition emotion-recognition-in-conversation lstm memory-network natural-language-processing natural-language-understanding pretrained-models pytorch sentiment-analysis

Last synced: 30 Sep 2024

https://github.com/microsoft/semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

audio-classification classification computer-vision deep-learning low-resource machine-learning natural-language-processing pytorch semi-supervised-learning semisupervised-learning transformer

Last synced: 30 Sep 2024

https://github.com/fukuball/jieba-php

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.

chinese-text-segmentation machine-learning natural-language-processing nlp

Last synced: 26 Sep 2024

https://github.com/practical-nlp/practical-nlp-code

Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media

natural-language-processing natural-language-understanding oreilly-books

Last synced: 30 Sep 2024

https://github.com/explosion/projects

🪐 End-to-end NLP workflows from prototype to production

annotations datasets natural-language-processing nlp prodigy spacy

Last synced: 30 Sep 2024

https://github.com/hyperonym/basaran

Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

generative gpt huggingface language-model llama llm model natural-language-processing nlp openai-api python text-generation transformers

Last synced: 27 Sep 2024

https://github.com/Maluuba/nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

bleu bleu-score cider dialog dialogue evaluation machine-translation meteor natural-language-generation natural-language-processing nlg nlp rouge rouge-l skip-thought-vectors skip-thoughts task-oriented-dialogue

Last synced: 04 Aug 2024

https://github.com/cdpierse/transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

captum computer-vision deep-learning explainable-ai interpretability machine-learning model-explainability natural-language-processing neural-network nlp transformers transformers-model

Last synced: 01 Oct 2024

https://github.com/kakaobrain/pororo

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

automatic-speech-recognition deep-learning natural-language-processing neural-models speech-synthesis

Last synced: 03 Aug 2024

https://github.com/microsoft/Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

audio-classification classification computer-vision deep-learning low-resource machine-learning natural-language-processing pytorch semi-supervised-learning semisupervised-learning transformer

Last synced: 31 Jul 2024

https://github.com/MiteshPuthran/Speech-Emotion-Analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

audio-files data-science deep-learning deep-neural-networks emotion emotion-recognition keras natural-language-processing natural-language-understanding neural-network python3 speech speech-emotion-recognition speech-recognition voice

Last synced: 31 Jul 2024

https://github.com/miteshputhran/speech-emotion-analyzer

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

audio-files data-science deep-learning deep-neural-networks emotion emotion-recognition keras natural-language-processing natural-language-understanding neural-network python3 speech speech-emotion-recognition speech-recognition voice

Last synced: 30 Sep 2024

https://github.com/natescarlet/holiday-cn

📅🇨🇳中国法定节假日数据自动每日抓取国务院公告

china crawling data holiday natural-language-processing

Last synced: 30 Sep 2024

https://github.com/farama-foundation/chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

Last synced: 26 Sep 2024

https://github.com/Farama-Foundation/chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

Last synced: 01 Aug 2024

https://github.com/winkjs/wink-nlp

Developer friendly Natural Language Processing ✨

bm25 chatbot custom-entity-detection hacktoberfest named-entity-extraction natural-language-processing negation-handling ner nlp pattern-matching pos-tagging sbd sentence-boundary-detection sentiment-analysis tokenize vectorizer visualization wink wink-nlp word-vectors

Last synced: 30 Sep 2024

https://github.com/rubenszimbres/repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

anomaly-detection autoencoder deep-learning denoising-autoencoders generative-adversarial-network glove keras keras-layer keras-models latent-dirichlet-allocation natural-language-processing nlp opencv resnet-50 segnet sentiment-analysis svm-classifier t-sne variational-autoencoder word2vec

Last synced: 30 Sep 2024

https://github.com/babylonhealth/fasttext_multilingual

Multilingual word vectors in 78 languages

distributed-representations machine-learning machine-translation natural-language-processing nlp word-vectors

Last synced: 30 Sep 2024

https://github.com/huggingface/hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

multi-task-learning natural-language-processing nlp pytorch

Last synced: 26 Sep 2024

https://github.com/RubensZimbres/Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano

anomaly-detection autoencoder deep-learning denoising-autoencoders generative-adversarial-network glove keras keras-layer keras-models latent-dirichlet-allocation natural-language-processing nlp opencv resnet-50 segnet sentiment-analysis svm-classifier t-sne variational-autoencoder word2vec

Last synced: 30 Jul 2024

https://github.com/babylonhealth/fastText_multilingual

Multilingual word vectors in 78 languages

distributed-representations machine-learning machine-translation natural-language-processing nlp word-vectors

Last synced: 31 Jul 2024

https://github.com/juliasilge/tidytext

Text mining using tidy tools :sparkles::page_facing_up::sparkles:

natural-language-processing r text-mining tidy-data tidyverse

Last synced: 01 Oct 2024

https://github.com/bheinzerling/bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

embeddings multilingual natural-language-processing nlp subword-embeddings

Last synced: 30 Sep 2024

https://github.com/hse-aml/natural-language-processing

Resources for "Natural Language Processing" Coursera course.

natural-language-processing

Last synced: 30 Sep 2024

https://github.com/NateScarlet/holiday-cn

📅🇨🇳中国法定节假日数据自动每日抓取国务院公告

china crawling data holiday natural-language-processing

Last synced: 31 Jul 2024

https://github.com/obsei/obsei

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

anonymization artificial-intelligence business-process-automation customer-engagement customer-support issue-tracking-system low-code lowcode natural-language-processing nlp process-automation python sentiment-analysis social-listening social-network-analysis text-analysis text-analytics text-classification workflow workflow-automation

Last synced: 01 Aug 2024

https://github.com/google/budou

Budou is an automatic organizer tool for beautiful line breaking in CJK (Chinese, Japanese, and Korean).

cjk natural-language-processing python web-development

Last synced: 30 Sep 2024

https://github.com/pemistahl/lingua-go

The most accurate natural language detection library for Go, suitable for short text and mixed-language text

go golang-library language-classification language-detection language-identification language-modeling language-processing language-recognition natural-language-processing nlp nlp-machine-learning text-processing

Last synced: 01 Oct 2024

https://github.com/kavgan/nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

gensim machine-learning natural-language-processing nlp text-classification text-mining tf-idf word2vec