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alae

[CVPR2020] Adversarial Latent Autoencoders

albert_zh

海量中文预训练ALBERT模型 Chinese version of ALBERT pre-trained model

alexa-prize-topical-chat-dataset

A knowledge-grounded human-human dataset of open-domain conversations.

align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

alipy

ALiPy: Active Learning in Python is an active learning python toolbox, which allows users to conveniently evaluate, compare and analyze the performance of active learning methods.

all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

alpacatag

AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging

alphaicon

α-Indirect Control in Onion-like Networks

amazonqa

Evidence-based QA system for community question answering.

ambar

:mag: Ambar: Document Search Engine

ambiverse-nlu

AmbiverseNLU: A Natural Language Understanding suite by Max Planck Institute for Informatics

an-improved-nlm-image-denoising-algorithm-based-on-edge-detection

Aiming at the removal of gaussian noise, we systematically analyze the shortage of non-local means image denonising algorithm (NLM), finding it is easy to lose structure information when dealing with the image containing complex edges and textures by NLM algorithm. In order to solve this problem, a non-local means image denoising based on edge detection is proposed in this thesis. The innovation of the proposed algorithm is mainly manifested in the following : (1) An improved Sobel operator with eight directions is proposed to extract a more accurate edge image; (2) To make the neighborhoods with similar structure obtain more weight, not only the Euclidean distance but also the edge image are considered when the similarity of neighborhoods is measured. Many experiments demonstrate that in both subjective and objective evaluation principles the performance of the improved algorithm has a good effect, and the visual effect of the denoised image is good.

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

ance

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

apdlm

Training Deep Neural Networks via Direct Loss Minimization

apricot

apricot implements submodular selection for the purpose of selecting subsets of massive data sets to train machine learning models quickly.

arae

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

arc

Official code of paper: Chaos is a Ladder: A New Understanding of Contrastive Learning

archer

Research Code for "ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL"

arct2

Code for reproducing experiments in our ACL 2019 paper "Probing Neural Network Comprehension of Natural Language Arguments"

aresdb

articlepairmatching

The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

asp

PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models.

asr-for-chinese-pipeline

Google Summer of Code 2018 Project: Automatic Speech Recognition for Speech-to-Text on Chinese

asset

A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations

atec-nlp

ATEC 金融大脑-金融智能NLP服务

athena

A release version for https://github.com/athena-team/athena