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115 search results found

Label Embedding Network ⭐ 68

Label Embedding Network

Embedded Topic Model ⭐ 68

A package to run embedded topic modelling with ETM. Adapted from the original at: https://github.com/adjidieng/ETM

Awesome Nlp Research ⭐ 63

Nlpcloud Python ⭐ 63

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and more...

Doing things with embeddings

Curated repository of notes from papers I'm reading, mostly NLP related. Updated regularly.

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

Word2vec ⭐ 58

Distributed Representations of Words using word2vec

Kaggle Quora Question Pairs ⭐ 57

This is our team's solution report, which achieves top 10% (305/3307) in this competition.

Nlp_newsletter ⭐ 56

Natural language processing (NLP) newsletter right on GitHub

Cachedembedding ⭐ 56

A memory efficient DLRM training solution using ColossalAI

Anna_anki_neuronal_appendix ⭐ 56

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

Code Intelligence ⭐ 55

ML-Powered Developer Tools, using Kubeflow

Keras Pos Embd ⭐ 54

Position embedding layers in Keras

Glove Experiments ⭐ 54

GloVe word vector embedding experiments (similar to Word2Vec)

Pair2vec ⭐ 53

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

🐸 KERMIT - A lightweight library to encode and interpret Universal Syntactic Embeddings

Morphologicalpriorsforwordembeddings ⭐ 51

Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Simple_elmo ⭐ 49

Simple library to work with pre-trained ELMo models in TensorFlow

Review_aspect_extraction ⭐ 49

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

Cool Nlpcv ⭐ 48

Some Cool NLP and CV Repositories and Solutions （收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等）

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Text classification models. Used a submodule for other projects.

Keras Word Char Embd ⭐ 43

Concatenate word and character embeddings in Keras

Fast Sentence Transformers ⭐ 43

This repository, called fast sentence transformers, contains code to run 5X faster sentence transformers using tools like quantization and ONNX.

Relation Network ⭐ 43

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

Protein Localization ⭐ 43

Using Transformer protein embeddings with a linear attention mechanism to make SOTA de-novo predictions for the subcellular location of proteins 🔬

A Word Sense Disambiguation system integrating implicit and explicit external knowledge.

Nlpcloud Js ⭐ 40

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Indra is a Web Service which allows easy access to different distributional semantics models in several languages.

Max-Margin Markov Graph Models for WordNet (EMNLP 2018)

Textwiser ⭐ 36

[AAAI 2021] TextWiser: Text Featurization Library

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Go Bindings for BERT NLP Models

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Pytorch Continuous Bag Of Words ⭐ 36

The Continuous Bag-of-Words model (CBOW) is frequently used in NLP deep learning. It's a model that tries to predict words given the context of a few words before and a few words after the target word.

Word2vec Tsne ⭐ 35

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Persianner ⭐ 34

Named-Entity Recognition in Persian Language

Nlp Stock Prediction ⭐ 34

Transformers Embedder ⭐ 34

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Joint_align ⭐ 33

Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Visual Semantic Embeddings An Incomplete List ⭐ 32

A paper list of visual semantic embeddings and text-image retrieval.

Quora Question Pairs ⭐ 31

The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%.

Nlp Experiments In Pytorch ⭐ 31

PyTorch repository for text categorization and NER experiments in Turkish and English.

Nlp Intuition And Applications Of Word Embeddings ⭐ 31

UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]

Sunnahgpt ⭐ 30

SunnahGPT is a natural language processing (NLP) project aimed at scraping hadith data from the popular website sunnah.com and applying OpenAI's GPT-3.5 model to generate textual embeddings for each hadith

Pytorch Definitions ⭐ 30

Conditional Generators of Words Definitions, ACL 2018

Watset Java ⭐ 29

An implementation of the Watset clustering algorithm in Java.

Simplerepresentations ⭐ 29

Easy-to-use text representations extraction library based on the Transformers library.

Progressively Pretrained Dense Corpus Index for Open-Domain QA and Information Retrieval

Visually Informed Embedding Of Word View ⭐ 28

Visually informed embedding of word (VIEW) is a tool for transferring multimodal background knowledge to NLP algorithms.

Naturallanguageprocessing ⭐ 28

Natural Language Procesing

Umap Sharp ⭐ 28

C# library for fast embeddings projection using Uniform Manifold Approximation and Projection

Question Answering ⭐ 27

Materials Word Embeddings ⭐ 27

Word2Vec model trained across 640k+ materials science journal articles

Nested Ner Tacl2020 ⭐ 27

Implementation of Nested Named Entity Recognition

Skip Gram Model Pytorch ⭐ 27

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

Contextuallstm ⭐ 26

Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning

Implementation of the cw2vec model

Distributed Representations of Sentences and Documents

Nlppapers ⭐ 25

A list of notes about NLP papers

Naacl2019 Does My Rebuttal Matter ⭐ 25

Multilingual Nlm ⭐ 25

Code for "Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models" and "Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora"

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)

Nlp_pemdc ⭐ 23

NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.

Embeddings.js ⭐ 23

Word embeddings for the web

Modality Transferable Mer ⭐ 23

Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.

Geometry-aware Multilingual Embeddings

DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance measure a document's conceptual engagement using word embeddings.

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Hierarchical Seq2seq ⭐ 22

A PyTorch implementation of the hierarchical encoder-decoder architecture (HRED) introduced in Sordoni et al (2015). It is a hierarchical encoder-decoder architecture for modeling conversation triples in the MovieTriples dataset. This version of the model is built for the MovieTriples dataset.

Multi Label Zero Shot ⭐ 22

Few- and Zero-shot Multi-Label Learning for Structured Label Spaces

Bert Embedding ⭐ 21

A simple wrapper class for extracting features(embedding) and comparing them using BERT in TensorFlow

Hyperstar ⭐ 21

Hyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.

Context Encoders (ConEc) as a simple but powerful extension of the word2vec model for learning word embeddings

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Nlpcloud Php ⭐ 20

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

Nested Ner Tacl2020 Flair ⭐ 19

Implementation of Nested Named Entity Recognition using Flair

Datastories Semeval2017 Task6 ⭐ 19

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Arabic Word Embeddings Word2vec ⭐ 19

Arabic Word Embeddings Word2vec

Awesome Nlp Papers ⭐ 19

A collection/reading-list of awesome Natural Language Processing papers sorted by date.

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

German Elmo Model ⭐ 18

This is a german ELMo deep contextualized word representation. It is trained on a special German Wikipedia Text Corpus.

Color Names ⭐ 17

An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/

Image Captioning ⭐ 16

Image Captioning from scratch

Nlp_model_selection_app ⭐ 16

Deep Learning Experiments Implemented Using Google Colab ⭐ 16

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

Polish Sentence Evaluation ⭐ 16

Evaluation of Sentence Representations in Polish

Entity_embedding ⭐ 16

Reference implementation of the paper "Word Embeddings for Entity-annotated Texts"

Geometric_embedding ⭐ 16

"Zero-Training Sentence Embedding via Orthogonal Basis" paper implementation

Pytorch_models ⭐ 15

Simple_chat_bot ⭐ 15

Simple nlp chatbot

Radiologyreportembedding ⭐ 14

Intelligent Word Embeddings of Free-Text Radiology Reports

Word2vecfjava ⭐ 14

Word2VecfJava: Java implementation of Dependency-Based Word Embeddings and extensions

Convolution Neural Network for classification of semantic relations in a sentence

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