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1,181 search results found

Transform And Tell ⭐ 85

[CVPR 2020] Transform and Tell: Entity-Aware News Image Captioning

Mxboard Demo ⭐ 84

Relevanceai ⭐ 84

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

Hyperbolic_cones ⭐ 84

Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882

Causal Text Embeddings ⭐ 84

Software and data for "Using Text Embeddings for Causal Inference"

Nonce2vec ⭐ 83

Incremental learning of word embeddings with context informativeness.

Amazon Denseclus ⭐ 83

Clustering for mixed-type data

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

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Deep Clustering ⭐ 81

deep clustering method for single-channel speech separation

Poincare_embeddings ⭐ 80

NumPy implementation of Poincaré Embeddings for Learning Hierarchical Representations (Facebook Research)

Alacarte ⭐ 79

Deeplearningreading ⭐ 78

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

Skip Thought Tf ⭐ 78

An implementation of skip-thought vectors in Tensorflow

Commonsenseqa ⭐ 77

Author implementation of the paper "CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge"

Repository with code for MaChAmp: https://aclanthology.org/2021.eacl-demos.22/

Fastnode2vec ⭐ 76

Fast and scalable node2vec implementation

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

R Net In Tensorflow ⭐ 75

R-NET implementation in TensorFlow.

Wordembeddingautoencoder ⭐ 75

An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015

Softtriple ⭐ 75

PyTorch Implementation for SoftTriple Loss

Sentence Embeddings in NLI with Iterative Refinement Encoders

Auto_cliwc ⭐ 74

Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)

Multirelational Poincare ⭐ 74

Multi-relational Poincaré Graph Embeddings

Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings

Mixture Of Embedding Experts ⭐ 73

Mixture-of-Embeddings-Experts

Exponential_family_embeddings ⭐ 73

Bernoulli Embeddings for Text

Kglm Model ⭐ 73

Code for KGLM paper

Dutchembeddings ⭐ 73

Repository for the word embeddings experiments described in "Evaluating Unsupervised Dutch Word Embeddings as a Linguistic Resource", presented at LREC 2016.

Embeddings ⭐ 72

Knowledge Base Embeddings for DBpedia

Combat Wombat Bias In Toxicity ⭐ 72

COMBAT WOMBAT's 4th place solution to Kaggle competition Jigsaw Unintended Bias in Toxicity Classification

A monolingual and cross-lingual meta-embedding generation and evaluation framework

Half Size ⭐ 72

Effective Dimensionality Reduction for Word Embeddings.

Basic Machine Learning ⭐ 71

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

Mnist Tensorboard Embeddings ⭐ 71

Initial commit. Tensorboard running with embeddings to utilise t-SNE

Graph Pattern Learner ⭐ 71

Evolutionary Graph Pattern Learner that learns SPARQL queries for a given set of source-target-pairs from an endpoint.

Audioset Classification ⭐ 70

Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning

Talkwithyourfiles ⭐ 70

An LLM GUI application; enables you to interact with your files, offering dynamic parameters that can modify response behavior during runtime.

Contiguous Succotash ⭐ 70

Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information

Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)

Fashion Compatibility ⭐ 69

Learning Type-Aware Embeddings for Fashion Compatibility

Massively Multilingual Transfer for NER

Tsne Viz ⭐ 69

Python Wrapper for t-SNE Visualization

Embedded Topic Model ⭐ 68

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

Label Embedding Network ⭐ 68

Label Embedding Network

Iccv2019 Horde ⭐ 68

Code repository for our paper entilted "Metric Learning with HORDE: High-Order Regularizer for Deep Embeddings" accepted at ICCV 2019.

Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"

Keras Cnn Qa ⭐ 67

Keras (re)implementation of paper "Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR, 2015"

Word Embeddings For Nmt ⭐ 66

Supplementary material for "When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?" at NAACL 2018

PyTorch implementation of Deep Randomized Ensembles for Metric Learning(ECCV2018)

Neuralcompressor ⭐ 66

Embedding Quantization (Compress Word Embeddings)

Vse_pytorch ⭐ 65

Pytorch implementation of the image-sentence embedding method described in "Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models"

Entity2vec ⭐ 65

Semantic embeddings of entities

NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation

Audiocaption ⭐ 64

Dataset and baseline for the first Audiocaption task

Neural Text-Entity Encoder (NTEE)

Pytorch_sentiment_rnn ⭐ 64

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014

Embedding_study ⭐ 64

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Codesnippetsearch ⭐ 63

Neural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.

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...

Clinspell ⭐ 63

Clinical spelling correction with word and character n-gram embeddings.

Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings

Jointembedding ⭐ 63

Joint Embeddings of Shapes and Images via CNN Image Purification

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation

Objects That Sound ⭐ 62

Implementation of Google Deepmind's paper `Objects that Sound`

Lorentz Embeddings ⭐ 62

Embed arbitrary graphs in Hyperbolic space

Quora Duplicate Questions ⭐ 61

Kaggle | Quora Question Pairs❓🥉

Source code for KDD 2019 paper "Adversarial Learning on Heterogeneous Information Networks"

Semantically Structured Sentence Embeddings

Imn E2e Absa ⭐ 61

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

Doing things with embeddings

Layered Bilstm Crf ⭐ 60

Tweet2vec ⭐ 60

Code for the implementation of Tweet2Vec

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

Graph_2d_cnn ⭐ 59

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'

Raindrop ⭐ 58

Graph Neural Networks for Irregular Time Series

Entity Network ⭐ 58

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

Ntua Slp Semeval2018 ⭐ 58

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

Zsl Gcn Pth ⭐ 57

zero-shot-gcn in pytorch

Text Summarization ⭐ 57

Text Summarization using Pointer Attention Models

Anna_anki_neuronal_appendix ⭐ 56

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

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Lstm Context Embeddings ⭐ 56

Augmenting word embeddings with their surrounding context using bidirectional RNN

Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".

Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126

Avito Demand ⭐ 54

Avito Demand Prediction Challenge 🏬

Autoencoder Tensorboard T Sne ⭐ 54

Plugging TensorBoard in an autoencoder on the MNIST dataset for demonstrating t-SNE embeddings visualization of unsupervised machine learning.

Char Rnn Text Generation ⭐ 54

Character Embeddings Recurrent Neural Network Text Generation Models

Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings

Pytorch implementation of Quaternion Knowledge Graph Embeddings.

Attention Based Aspect Extraction ⭐ 54

Code for unsupervised aspect extraction, using Keras and its Backends

Keras Pos Embd ⭐ 54

Position embedding layers in Keras

Dema Bwe ⭐ 54

NAACL 2019 paper: Density Matching for Bilingual Word Embedding (Zhou et al., 2019)

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Knowledge Base Embedding By Cooperative Knowledge Distillation

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