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70 search results found
Pytorch Sentiment Analysis
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4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Muse
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2,844
A library for Multilingual Unsupervised or Supervised word Embeddings
Keras Textclassification
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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
Nlp Journey
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1,563
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation),etc. All codes are implemented intensorflow 2.0.
Magnitude
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1,542
A fast, efficient universal vector embedding utility package.
Polyfuzz
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671
Fuzzy string matching, grouping, and evaluation.
Catalyst
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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.
Biosentvec
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501
BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences
Fast_sentence_embeddings
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494
Compute Sentence Embeddings Fast!
Codequestion
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457
🔎 Semantic search for developers
Lmdb Embeddings
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399
Fast word vectors with little memory usage in Python
Delft
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379
a Deep Learning Framework for Text
Dme
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322
Dynamic Meta-Embeddings for Improved Sentence Representations
Cw2vec
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274
cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information
Tensorflow_fasttext
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273
Simple embedding based text classifier inspired by fastText, implemented in tensorflow
Spanish Word Embeddings
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248
Spanish word embeddings computed with different methods and from different corpora
Embedding As Service
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182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Arxiv2018 Xling Sentence Embeddings
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178
Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations
Etnlp
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145
ETNLP: A toolkit to evaluate, extract, and visualize multiple embeddings
Navec
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140
Compact high quality word embeddings for Russian language
Multisense Prob Fasttext
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131
ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)
Wordembeddings Elmo Fasttext Word2vec
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129
Using pre trained word embeddings (Fasttext, Word2Vec)
Fine Grained Sentiment
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126
A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.
Fastrtext
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97
R wrapper for fastText
Embeddings.jl
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76
Functions and data dependencies for loading various word embeddings (Word2Vec, FastText, GLoVE)
Finalfusion Rust
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74
finalfusion embeddings in Rust
Half Size
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72
Effective Dimensionality Reduction for Word Embeddings.
Metavec
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72
A monolingual and cross-lingual meta-embedding generation and evaluation framework
Toxic Comment Classification
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72
Code and write-up for the Kaggle Toxic Comment Classification Challenge
Clinspell
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63
Clinical spelling correction with word and character n-gram embeddings.
Zeugma
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59
📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠
Dema Bwe
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54
NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)
Text Classification Keras
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50
📚 Text Classification Library with Keras
Embeddingsviz
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40
Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors
Word_embedding_storage
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33
Storage and retrieval of Word Embeddings in various databases
Nlp Experiments In Pytorch
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31
PyTorch repository for text categorization and NER experiments in Turkish and English.
Unmt Spr
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29
Implementation of “Unsupervised Neural Machine Translation with SMT as Posterior Regularization” (AAAI 2019)
Embeddings.js
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23
Word embeddings for the web
Cross Lingual Struct Flow
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23
PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656
Twitterembeddings
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21
Twitter word embeddings generated using Word2Vec and FastText.
Persian Sentiment Analyzer
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20
Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )
Embedding
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19
Embedding模型代码和学习笔记总结
Rectr
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19
💒 Reproducible Extraction of Cross-lingual Topics using R
Fakenewsrecognition
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15
Signs
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13
A suite of tools for text preparation, vectorization and processing for deep learning with Keras.
Bert Disambiguation
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12
Code and CoarseWSD-20 datasets for "Language Models and Word Sense Disambiguation: An Overview and Analysis"
Crossembeddings Twitter
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11
Shalo
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11
Shallow baseline models for text in TensorFlow
Sentence Classification
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11
Implementation of sentence classification using CNN, CNN-RNN, fasttext, etc.
Crosslingualdepparser
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10
Zero-Shot Cross-Lingual Transfer with Order Differences
Quora Question Pairs
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10
七月在线集训营第6期NLP结业项目
Ngram2vec
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10
Embeddings for n-grams
Rwe
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10
Repository containing data and code of the ACL-19 paper "Relational Word Embeddings"
Logogram Language Generator
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10
Emocontext
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9
Data provided by Microsoft
Deid Training Data
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8
Privacy-preserving representations of training data for de-identification
Hyperhyper
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8
🧮 Python package to construct word embeddings for small data
Zero_shot_action_reco_stgcn
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8
Zero shot action recognition using spatial temporal graph convolutional networks
Greek Words Evolution
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8
A systematic NLP framework that uses diachronic word embeddings to trace semantic shifts or variations in the context of words over time in the Greek language.
Cw2vec Pytorch
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7
cw2vec implementation in pytorch
Disco
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7
compute semantic similarity between arbitrary words and phrases in many languages
Textclassification
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7
Fasttext Embeddings With Flair
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6
This project contains the code to use custom fasttext embeddings with flair framework.
Fast_text
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6
Implementation of Facebook's FastText model in Torch
Word Class Embeddings
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6
Refining pre-trained word embeddings with supervised word-label embeddings for Text Classification (by topic)
Embfile
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5
A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".
Docsim
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5
UkrVectōrēs (former docsim) – an NLU-powered tool for knowledge discovery, classification, diagnostics and prediction. Entities similarity tool. Інструмент, "когнітивно-семантичний калькулятор", що працює на основі NLU, для виявлення, класифікації, діагностики та прогнозування знань.
Cluster Embeddings
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5
Simple script to create clusters from embeddings in word2vec format
Text Categorization Using Neural Word Embeddings
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5
This is a practical implementation implementing neural networks on top of fasttext as well as word2vec word embeddings.
Spanishwordembeddings
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5
Spanish Word Embeddings computed from large corpora and different sizes using fastText.
Ner
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5
Turkish Named Entity Recognition
Embedding Visualization
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5
This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).
Related Searches
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Natural Language Processing Embeddings (385)
Embeddings Word2vec (355)
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