Repository for research in the field of Responsible NLP at Meta.

Overview

This repository hosts code and datasets relating to Responsible NLP projects from Meta AI.

Projects


See CONTRIBUTING.md for how to help out, and see LICENSE for license information.

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Based on a given word (usually a theme of interest), anime with a synopsis that fit the word's lexical field will be recommended and sorted by Bayesian score, as to make recommendation more accurate

Anime recommendation with lexical field and reduced bias by using Bayesian score Source of the algorithm: https://towardsdatascience.com/bayesian-rank

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This repo provides a rudimentary implementation of Gaussian Velocity Field.

This repo provides a rudimentary implementation of Gaussian Velocity Field.

Gaussian Velocity Field (GVF) This repo provides a rudimentary implementation of Gaussian Velocity Field. How to run To look into the details of const

Jul 28, 2022

Voxel Field Fusion for 3D Object Detection (CVPR2022)

Voxel Field Fusion for 3D Object Detection (CVPR2022)

VFF Voxel Field Fusion for 3D Object Detection Yanwei Li, Xiaojuan Qi, Yukang Chen, Liwei Wang, Zeming Li, Jian Sun, Jiaya Jia [arXiv] [BibTeX] This p

Aug 30, 2022

Macro para TCode Field dos ERP's SAP

Macro para TCode Field dos ERP's SAP

WARNING This code will probably not be useful to you. Status: Developing ⚠️ It was developed to automate a simple task in the transaction code field o

Jul 19, 2022

LSTM (Long Short-Term Network) is a kind of Recurrent Neural Network which used in the field of deep learning.

LSTM (Long Short-Term Network) is a kind of Recurrent Neural Network which used in the field of deep learning.

Summary LSTM (Long Short-Term Network) is a kind of Recurrent Neural Network which used in the field of deep learning. Traditional neural networks can

Jul 25, 2022

[ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

[ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

BungeeNeRF This repository contains the code release for BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering, aka Ci

Oct 1, 2022

Copy2Clipboard(html2text) automatically copies a field's content to the clipboard when the question or answer side is shown

Copy2Clipboard(html2text) automatically copies a field's content to the clipboard when the question or answer side is shown

Copy2Clipboard(html2text) automatically copies a field's content to the clipboard when the question or answer side is shown

Aug 15, 2022

Code for "MeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing", ECCV 2022 Oral

Code for

NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing Project Page | Video | Paper NeuMesh: Learning Disent

Sep 23, 2022

Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation

Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation

Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation Paper link Network Architecture SOTA on 4D Light Field Benchmark Our method

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Comments
  • Different CrowS-Pairs scores for Roberta large than the ones reported in the CrowS-Pairs  paper.

    Different CrowS-Pairs scores for Roberta large than the ones reported in the CrowS-Pairs paper.

    Hi,

    I've read you paper and noticed that the CrowS-Pairs scores for Roberta large (RoBERTA- 160GB) is different from the scores reported in the Crows-pair paper where they used Robeta-large through Hugging-Face interface.

    I also ran the CrowS-Pairs code on Roberta-base (through Hugging-face) and the bias scores are different from the ones you report in your paper for RoBERTa (16GB).

    Do you know why this might be the case? Do you also use the models through Hugging-face or not? Can you release the code used to measure the bias scores?

    Best, Fatma

    opened by efatmae 5
  • Adding more build instructions

    Adding more build instructions

    Hi everyone, I am adding more instructions on how to run the project, cause some people and I took a while to figure it out. I hope it makes sense to you. If there's any change needed in the pull request, let me know. :)

    CLA Signed 
    opened by cassiasamp 3
  • Update HolisticBias metric name

    Update HolisticBias metric name

    Use "Likelihood Bias" as the name for the HolisticBias technique that measures bias as the fraction of pairs of descriptors with statistically significantly different perplexity distributions

    CLA Signed 
    opened by EricMichaelSmith 0
  • [HolisticBias] Add in low-level metric

    [HolisticBias] Add in low-level metric

    • Add in a low-level view of bias, comparing the perplexities of "I love ___" to "I hate ___"
    • Fix imports and license strings
    • Add setup.py file
    CLA Signed 
    opened by EricMichaelSmith 0
Owner
Meta Research
Meta Research
Telegram banall bot! Use it on your own risk we are not responsible for any kind of problems

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This is a bot responsible of placing limit orders in your favourite crypto platform only using your API key!

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Multi-label Classification Model for English Scientific Literature: develop a multi-label classification model for scientific research literature based on the given metadata (title and abstract) of scientific research literature and corresponding hierarchical labels from a domain-specific topic taxonomy.

Multi-label Classification Model for English Scientific Literature: develop a multi-label classification model for scientific research literature based on the given metadata (title and abstract) of scientific research literature and corresponding hierarchical labels from a domain-specific topic taxonomy.

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Official repository of NeuMan: Neural Human Radiance Field from a Single Video (ECCV 2022)

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This repository contains the source code for the paper MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures.

MobileNeRF This repository contains the source code for the paper MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field

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The prime repository for state-of-the-art Multilingual Question Answering research and development.

PrimeQA The prime repository for state-of-the-art Multilingual Question Answering research and development. PrimeQA is a public open source repository

PrimeQA 133 Sep 22, 2022
This repository contains a list of python scripts to work with Microsoft RPC for research purposes.

This repository contains a list of python scripts to work with Microsoft RPC for research purposes. Scripts ListAvailablePipesOnRemoteMachine: A scrip

Podalirius 28 Sep 8, 2022
Research-based repository with the goal of democratizing and tutorializing reinforcement learning algorithms.

PROJECT: RL For All Democratizing reinforcement learning for everyone. A non-exhaustive, but useful taxonomy of algorithms in modern RL. [Source: Open

Aakash 1 Aug 31, 2022
This repository includes research and practice assignments for newcomers.

İTÜ RAKE - Yazılım Ekibi Araştırma ve Uygulama Görevleri Robot Operating System (ROS) Araştırması ROS'u Tanıma Araştırması ROS Elemanlarını Öğrenme Ar

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