Awesome Open Source

Programming Languages

Search results for natural language processing embeddings

natural-language-processing x

115 search results found

Paddlenlp ⭐ 10,908

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

Nlp_course ⭐ 9,139

YSDA course in Natural Language Processing

Txtai ⭐ 6,143

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Text2vec ⭐ 3,610

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

Ml Surveys ⭐ 2,538

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Pytorch Nlp ⭐ 2,180

Basic Utilities for PyTorch Natural Language Processing (NLP)

Llmware ⭐ 1,859

Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Keras Textclassification ⭐ 1,641

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，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

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

Contextualized Topic Models ⭐ 1,141

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

Persian NLP Toolkit

Natasha ⭐ 1,085

Solves basic Russian NLP tasks, API for lower level Natasha projects

Bpemb ⭐ 1,068

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

Paperai ⭐ 1,023

📄 🤖 Semantic search and workflows for medical/scientific papers

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Wikipedia2vec ⭐ 899

A tool for learning vector representations of words and entities from Wikipedia

Nlp In Practice ⭐ 861

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.

Text2vec ⭐ 829

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

📝 This repository recorded my NLP journey.

Nlp Notebooks ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

Awesome Persian Nlp Ir ⭐ 658

Curated List of Persian Natural Language Processing and Information Retrieval Tools and Resources

Catalyst ⭐ 635

🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.

Vectorflow ⭐ 566

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

Speedtorch ⭐ 559

Library for faster pinned CPU <-> GPU transfer in Pytorch

What_are_embeddings ⭐ 552

A deep dive into embeddings starting from fundamentals

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Nlp_pytorch_project ⭐ 517

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

Biosentvec ⭐ 501

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Deepnlp Course ⭐ 479

Deep NLP Course

Whatlies ⭐ 462

Toolkit to help understand "what lies" in word embeddings. Also benchmarking!

Codequestion ⭐ 457

🔎 Semantic search for developers

Embedbase ⭐ 434

A dead-simple API to build LLM-powered apps

unified embedding model

Course repo for Applied Natural Language Processing (Spring 2019)

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations

a Deep Learning Framework for Text

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Neuronlp2 ⭐ 358

Deep neural models for core NLP tasks (Pytorch version)

Examples ⭐ 289

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

Polish Nlp Resources ⭐ 267

Pre-trained models and language resources for Natural Language Processing in Polish

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

Aixplora ⭐ 242

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

Word Embeddings for Information Retrieval

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

Lm Spanish ⭐ 220

Official source for spanish Language Models and resources made @ BSC-TEMU within the "Plan de las Tecnologías del Lenguaje" (Plan-TL).

Embeddings ⭐ 217

Fast, DB Backed pretrained word embeddings for natural language processing.

Coursera Natural Language Processing Specialization ⭐ 217

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Deepehr ⭐ 193

Chronic Disease Prediction Using Medical Notes

Embedditor ⭐ 192

⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

Awesome Nlp Polish ⭐ 169

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

Wordgcn ⭐ 167

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Laserembeddings ⭐ 163

LASER multilingual sentence embeddings as a pip package

Chars2vec ⭐ 157

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

Parallax ⭐ 147

Tool for interactive embeddings visualization

Dadmatools ⭐ 142

DadmaTools is a Persian NLP tools developed by Dadmatech Co.

Compact high quality word embeddings for Russian language

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Fine Grained Sentiment ⭐ 126

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

Coreference Resolution ⭐ 118

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

Dynamic Coattention Network Plus ⭐ 115

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

Using Transformers from HuggingFace in R

Pytorch Pos Tagging ⭐ 109

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

Sentence Similarity ⭐ 106

This repository contains various ways to calculate sentence vector similarity using NLP models

Dna2vec ⭐ 103

dna2vec: Consistent vector representations of variable-length k-mers

📚🧙‍♂️ Wisdom indexer — use AI to organize text snippets so you can actually remember & learn from what you read

Nlp Cheat Sheet Python ⭐ 98

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Fastrtext ⭐ 97

R wrapper for fastText

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Ruimtehol ⭐ 95

R package to Embed All the Things! using StarSpace

Hash Embeddings ⭐ 93

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

Knowledge Gpt ⭐ 91

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

Enso: An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods

Nlp_course ⭐ 88

NLP course at Chulalongkorn University

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings

Relevanceai ⭐ 84

Home of the AI workforce - Multi-agent system, AI agents & tools

100 Days Of Nlp ⭐ 83

📓 Long(er) text representation and classification using Doc2Vec embeddings

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Elastic_transformers ⭐ 80

Making BERT stretchy. Semantic Elasticsearch with Sentence Transformers

Skip Thought Tf ⭐ 78

An implementation of skip-thought vectors in Tensorflow

Deeplearningreading ⭐ 78

Deep Learning and Machine Learning mini-projects. Current Project: Deepmind Attentive Reader (rc-data)

Sentence Embeddings in NLI with Iterative Refinement Encoders

R Net In Tensorflow ⭐ 75

R-NET implementation in TensorFlow.

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Easy Bert ⭐ 71

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

Related Searches

Python Natural Language Processing (7,915)

Jupyter Notebook Natural Language Processing (4,405)

Machine Learning Natural Language Processing (3,939)

Deep Learning Natural Language Processing (2,414)

Python Embeddings (2,281)

Pytorch Natural Language Processing (1,212)

Artificial Intelligence Natural Language Processing (1,010)

Dataset Natural Language Processing (1,010)

Tensorflow Natural Language Processing (909)

Javascript Natural Language Processing (843)

1-100 of 115 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.