This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

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python computer-vision deep-learning pytorch embeddings metric-learning representation-learning action-recognition hmdb51 contrastive-loss self-supervised-learning ucf-101 kinetics-datasets contrastive-learning tsne-visualisations

ar-embeddings

Sentiment Analysis for Arabic Text (tweets, reviews, and standard Arabic) using word2vec

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python sentiment-analysis embeddings arabic word2vec-model arabic-nlp arabic-sentiment

CaRE

EMNLP 2019: CaRe: Open Knowledge Graph Embeddings

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python shell machine-learning pytorch embeddings knowledge-graph canonicalization openie

cskg

CSKG: The CommonSense Knowledge Graph

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Jupyter Notebook python shell embeddings knowledge-graph commonsense-knowledge

meemi

Improving cross-lingual word embeddings by meeting in the middle

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python Jupyter Notebook shell embeddings cross-lingual-embeddings

ClusterTransformer

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

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python clustering pytorch embeddings transformer albert pytorch-implementation bert-embeddings distilbert roberta-model

SubGNN

Subgraph Neural Networks (NeurIPS 2020)

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python deep-learning embeddings dataset graph-neural-networks graph-representation-learning subgraphs

PersianNER

Named-Entity Recognition in Persian Language

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natural-language-processing word-embeddings annotations embeddings named-entities dataset named-entity-recognition persian-language persian-nlp persian-ner

embedding evaluation

Evaluate your word embeddings

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python shell perl semantic benchmark evaluation embeddings computational-linguistics evaluation-methods feature-norms

DeepLearningReading

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

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python lua shell nlp deep-learning keras embeddings attention nlp-machine-learning

Entity Embedding

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

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python C++nlp natural-language-processing embeddings nlp-machine-learning embeddings-word2vec

image embeddings

Using efficientnet to provide embeddings for retrieval

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Jupyter Notebook python Makefile computer-vision retrieval embeddings recommendation-system representation-learning efficientnet

event-embedding-multitask

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

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python semantics linguistics embeddings embedding multi-task psycholinguistics semantic-role-labeling sentence-similarity sentence-embeddings multitask multitask-learning event-embeddings thematic-fit

embedding study

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

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python embeddings chinese bert elmo elmo-tutorial z-w

PyEmbeo

graph embeddings for neo4j in python

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python neo4j graph embeddings faiss

Probabilistic-RNN-DA-Classifier

Probabilistic Dialogue Act Classification for the Switchboard Corpus using an LSTM model

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python dialogue keras corpus recurrent-neural-networks embeddings lstm classification rnn lstm-model probabilistic dialogue-data utterances

geometric embedding

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

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python perl nlp embeddings

word-embeddings-from-scratch

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

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Jupyter Notebook tensorflow word2vec keras embeddings yelp gensim tensorboard gensim-word2vec tensorflow2

img2vec-keras

Image to dense vector embedding. Clone of https://github.com/christiansafka/img2vec for Keras users

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python tensorflow keras embeddings

simple elmo

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

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python nlp tensorflow embeddings elmo

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