790 Open source projects that are alternatives of or similar to Contextualized Topic Models

Implementation of Transformer Model in Tensorflow

Implementation of Vaswani, Ashish, et al. "Attention is all you need." Advances in neural information processing systems. 2017.

A Japanese tokenizer based on recurrent neural networks

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

Microsoft Text-to-Speech API sample code in several languages, part of Cognitive Services.

Implementation, trained models and result data for the paper "Pairwise Multi-Class Document Classification for Semantic Relations between Wikipedia Articles"

Fine-grained Sentiment Analysis of User Reviews --- AI CHALLENGER 2018

Laravel5 JSONAPI and Dingo together to build APIs fast

Pytorch NLP library based on FastAI

Code for the paper "Are Sixteen Heads Really Better than One?"

A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

Face Recognition using the FaceNet model and MLKit on Android.

Concatenate word and character embeddings in Keras

Korean speech recognition based on transformer (트랜스포머 기반 한국어 음성 인식)

The Schema-Guided Dialogue Dataset

Zero administration inference with AWS Lambda for 🤗

Read and use word2vec vectors in Go

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

A Abstractive Summarization Implementation with Transformer and Pointer-generator

Pipeline for training LSA models using Scikit-Learn.

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Unsupervised domain adaptation method for relation extraction

Text2Text: Cross-lingual natural language processing and generation toolkit

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

A vector database for machine learning embeddings.

A python library that makes AMR parsing, generation and visualization simple.

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Contains various architectures and novel paper implementations for Natural Language Processing tasks like Sequence Modelling and Neural Machine Translation.

Load embeddings and featurize your sentences.

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"

Recommender Systems Paperlist that I am interested in

Unofficial implementation of "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" (https://arxiv.org/abs/2103.14030)

Extraction of the five journalistic W-questions (5W) from news articles

The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"

SwinIR: Image Restoration Using Swin Transformer (official repository)

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Sentence Similarity Estimator (SenSim)

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

Text Classification in Turkish Texts with Bert

One Person, One Model, One World: Learning Continual User Representation without Forgetting

CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

A scene text recognition toolbox based on PyTorch

Transformer implemented in Keras

A PyTorch-based model pruning toolkit for pre-trained language models

Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"

Natural language processing (NLP) newsletter right on GitHub

An implementation of the Watset clustering algorithm in Java.

Compare six baseline deep learning models on TrecQA

Unofficial implementation of MaX-DeepLab for Instance Segmentation

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.

Named-Entity-Recognition Workshop