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2,004 search results found

Examples ⭐ 289

Analyze the unstructured data with Towhee, such as reverse image search, reverse video search, audio classification, question and answer systems, molecular search, etc.

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

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

Generalized Kmeans Clustering ⭐ 284

Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.

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

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

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

Vectordb Recipes ⭐ 267

High quality resources & applications for LLMs, multi-modal models and VectorDBs

Polish Nlp Resources ⭐ 267

Pre-trained models and language resources for Natural Language Processing in Polish

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

Word2gm ⭐ 261

Word to Gaussian Mixture Model

Image Similarity Deep Ranking ⭐ 260

SEAL (learning from Subgraphs, Embeddings, and Attributes for Link prediction). "M. Zhang, Y. Chen, Link Prediction Based on Graph Neural Networks, NeurIPS 2018 spotlight".

Chatgptnet ⭐ 258

A ChatGPT integration library for .NET, supporting both OpenAI and Azure OpenAI Service

Clinicalbert ⭐ 250

repository for Publicly Available Clinical BERT Embeddings

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

Collaborative Experts ⭐ 247

Video embeddings for retrieval with natural language queries

Explore and interpret large embeddings in your browser with interactive visualization! 📍

A word2vec negative sampling implementation with correct CBOW update.

Aixplora ⭐ 242

AIxplora is a open-source tool which let's you query all kind of files not limited to any length or format.

Eeap Examples ⭐ 241

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

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

Deep Coref ⭐ 240

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"

Ernie Sdk ⭐ 236

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.

Ai Research Keyphrase Extraction ⭐ 235

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

Sequence Labeler ⭐ 235

Neural network sequence labeling model

Keras Elmo ⭐ 234

How to use ELMo embeddings in Keras with Tensorflow Hub

Dvector ⭐ 234

Speaker embedding (d-vector) trained with GE2E loss

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

Vectorhub ⭐ 233

Quickly and easily build AI website or application by using embeddings!

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).

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

Tsne Umap Embedding Visualisation ⭐ 217

A Simple and easy to use way to Visualise Embeddings!

Embeddings ⭐ 217

Fast, DB Backed pretrained word embeddings for natural language processing.

Coursera Natural Language Processing Specialization ⭐ 217

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Im2recipe ⭐ 216

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

Link Prediction ⭐ 216

Representation learning for link prediction within social networks

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.

Poincare Embedding ⭐ 212

Poincaré Embedding (unofficial)

Facerecognition_with_facenet_android ⭐ 211

Face Recognition using the FaceNet model and MLKit on Android.

Sensegram ⭐ 211

Making sense embedding out of word embeddings using graph-based word sense induction

Food2vec ⭐ 207

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

Rasa Nlu Benchmark ⭐ 197

Collection of dataset and corresponding benchmark for Rasa NLU

Debiaswe ⭐ 195

Remove problematic gender bias from word embeddings.

Lstm Parser ⭐ 195

Transition-based dependency parser based on stack LSTMs

Deepehr ⭐ 193

Chronic Disease Prediction Using Medical Notes

Deep Qa ⭐ 193

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

Embedditor ⭐ 192

⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.

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).

Research2vec ⭐ 189

Representing research papers as vectors / latent representations.

Text_similarity ⭐ 189

Text Similarity

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

Mittens ⭐ 185

A fast implementation of GloVe, with optional retrofitting

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)

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.

Reasoning Over Knowledge Graph Paths for Recommendation

Monoses ⭐ 183

Unsupervised Statistical Machine Translation

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.

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

Bootleg ⭐ 179

Self-Supervision for Named Entity Disambiguation at the Tail

Arxiv2018 Xling Sentence Embeddings ⭐ 178

Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations

Misspelling Oblivious Word Embeddings

Intellinode ⭐ 177

Access the latest AI models like ChatGPT, LLaMA, Diffusion, Gemini Hugging face, and beyond through a unified prompt layer and performance evaluation

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)

ICLR 2018 Quick-Thought vectors

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