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1,181 search results found

unified embedding model

Lda2vec Tf ⭐ 407

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

PyTorch Code for the paper "VSE++: Improving Visual-Semantic Embeddings with Hard Negatives"

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Glue Baselines ⭐ 390

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

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

Word Embeddings Benchmarks ⭐ 368

Package for evaluating word embeddings

Scikit Kge ⭐ 363

Python library to compute knowledge graph embeddings

Elmo Bilstm Cnn Crf ⭐ 363

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

Neuronlp2 ⭐ 358

Deep neural models for core NLP tasks (Pytorch version)

Relationprediction ⭐ 347

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

Deeppath ⭐ 341

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

Langchain Chatbot ⭐ 340

AI Chatbot for analyzing/extracting information from data in conversational format.

Hyperbolics ⭐ 325

Hyperbolic Embeddings

Product Nets ⭐ 323

Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distribu

Dynamic Meta-Embeddings for Improved Sentence Representations

Biaffine Ner ⭐ 320

Named Entity Recognition as Dependency Parsing

A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"

Reinforced Recommendation toolkit build around pytorch 1.7

Aquiladb ⭐ 311

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

Embedding ⭐ 309

한국어 임베딩 (Sentence Embeddings Using Korean Corpora)

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Vectorai ⭐ 299

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Pykg2vec ⭐ 294

Python library for knowledge graph embedding and representation learning.

Speaker Diarization ⭐ 292

speaker diarization by uis-rnn and speaker embedding by vgg-speaker-recognition

Slot_filling_and_intent_detection_of_slu ⭐ 289

slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

Topical_word_embeddings ⭐ 284

A demo code for topical word embedding

Embedkgqa ⭐ 280

ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings

REL: Radboud Entity Linker

Datachad ⭐ 276

Ask questions about any data source by leveraging langchains

Lipreading_using_temporal_convolutional_networks ⭐ 275

ICASSP'22 Training Strategies for Improved Lip-Reading; ICASSP'21 Towards Practical Lipreading with Distilled and Efficient Models; ICASSP'20 Lipreading using Temporal Convolutional Networks

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Tensorflow_fasttext ⭐ 273

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

Self Driving Truck ⭐ 271

Self-Driving Truck in Euro Truck Simulator 2, trained via Reinforcement Learning

Matchingnetworks ⭐ 269

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

Text2text ⭐ 268

Text2Text: Crosslingual NLP/G toolkit

Keras_snli ⭐ 265

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

Osintgpt ⭐ 261

An open-source intelligence (OSINT) analysis tool leveraging GPT-powered embeddings and vector search engines for efficient data processing

Image Similarity Deep Ranking ⭐ 260

Clinicalbert ⭐ 250

repository for Publicly Available Clinical BERT Embeddings

Collaborative Experts ⭐ 247

Video embeddings for retrieval with natural language queries

Deep Coref ⭐ 240

Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard

Multi Speaker Tacotron ⭐ 239

VCTK multi-speaker tacotron for ICASSP 2020

Llm Kit ⭐ 237

🚀WebUI integrated platform for latest LLMs | 各大语言模型的全流程工具 WebUI 整合包。支持主流大模型API接口和开源模型。支持知识库，数据库，角色扮演，mj文生图，LoRA和全参

Layer Norm ⭐ 236

Code and models from the paper "Layer Normalization"

Ai Research Keyphrase Extraction ⭐ 235

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

Sequence Labeler ⭐ 235

Neural network sequence labeling model

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Dvector ⭐ 234

Speaker embedding (d-vector) trained with GE2E loss

Pyrdf2vec ⭐ 232

🐍 Python Implementation and Extension of RDF2Vec

Hyperbolic Image Embeddings ⭐ 230

Supplementary code for the paper "Hyperbolic Image Embeddings".

Deep Averaging Networks

Implementation of Meta-Learning with Latent Embedding Optimization

Word Embeddings for Information Retrieval

Coot Videotext ⭐ 223

COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning

[ACL-IJCNLP 2021] Automated Concatenation of Embeddings for Structured Prediction

Knowledge Graph Embeddings ⭐ 221

Implementations of Embedding-based methods for Knowledge Base Completion tasks

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.

Im2recipe ⭐ 216

Code supporting the CVPR 2017 paper "Learning Cross-modal Embeddings for Cooking Recipes and Food Images"

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Magnetloss Pytorch ⭐ 213

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

Semantic Embeddings ⭐ 206

Hierarchy-based Image Embeddings for Semantic Image Retrieval

Protein Sequence Embedding Iclr2019 ⭐ 203

Source code for "Learning protein sequence embeddings using information from structure" - ICLR 2019

Portuguese_word_embeddings ⭐ 202

Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks

Textkbqa ⭐ 200

Deep Qa ⭐ 193

Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task

Deepehr ⭐ 193

Chronic Disease Prediction Using Medical Notes

Probabilistic Face Embeddings ⭐ 191

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

Vocab Coverage ⭐ 191

语言模型中文认知能力分析

Spatialembeddings ⭐ 190

Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth

Complex ⭐ 190

Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Char Embeddings ⭐ 186

A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras

Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.

Angular Penalty Softmax Losses Pytorch ⭐ 185

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

Mittens ⭐ 185

A fast implementation of GloVe, with optional retrofitting

Iclr2016 ⭐ 184

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

Randsent ⭐ 183

Exploring Random Encoders for Sentence Classification

Embedding As Service ⭐ 182

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

Neural Language Model ⭐ 180

Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.

Bootleg ⭐ 179

Self-Supervision for Named Entity Disambiguation at the Tail

This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

ICLR 2018 Quick-Thought vectors

Embeddings ⭐ 175

Code for AMIA CRI 2016 paper "Learning Low-Dimensional Representations of Medical Concepts"

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

Word2gauss ⭐ 174

Gaussian word embeddings

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".

Graphwavemachine ⭐ 171

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Socialsent ⭐ 171

Code and data for inducing domain-specific sentiment lexicons.

Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071

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!

Wordgcn ⭐ 167

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

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

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