Methods of training NLP models to ignored biased strategies
☆55May 22, 2023Updated 2 years ago
Alternatives and similar repositories for debias
Users that are interested in debias are comparing it to the libraries listed below
Sorting:
- ☆26Apr 15, 2021Updated 4 years ago
- ☆24May 22, 2023Updated 2 years ago
- NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering☆65Mar 29, 2021Updated 4 years ago
- [NeurIPS 2021] Introspective Distillation for Robust Question Answering☆13Dec 7, 2021Updated 4 years ago
- Code for NeurIPS 2019 paper ``Self-Critical Reasoning for Robust Visual Question Answering''☆41Sep 9, 2019Updated 6 years ago
- Code for TACL 2020 paper "An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models"☆14Jul 31, 2020Updated 5 years ago
- ☆13Feb 14, 2022Updated 4 years ago
- ☆27Oct 7, 2021Updated 4 years ago
- A collections of papers about VQA-CP datasets and their results☆41Mar 18, 2022Updated 3 years ago
- Shows visual grounding methods can be right for the wrong reasons! (ACL 2020)☆23Jun 26, 2020Updated 5 years ago
- Repo for ICCV 2021 paper: Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering☆29Jul 1, 2024Updated last year
- ☆12Mar 8, 2021Updated 4 years ago
- Symmetric evaluation set based on the FEVER (fact verification) dataset☆52Apr 5, 2021Updated 4 years ago
- [CVPR 2021] Counterfactual VQA: A Cause-Effect Look at Language Bias☆130Dec 15, 2021Updated 4 years ago
- Learn models that are robust to spurious correlations in the dataset.☆26Dec 31, 2019Updated 6 years ago
- Official implementation for the MM'22 paper.☆14Jun 30, 2022Updated 3 years ago
- code for our EACL 2021 paper: "Challenges in Automated Debiasing for Toxic Language Detection" by Xuhui Zhou, Maarten Sap, Swabha Swayamd…☆19Aug 20, 2021Updated 4 years ago
- Official code for the paper "Contrast and Classify: Training Robust VQA Models" published at ICCV, 2021☆19Jul 27, 2021Updated 4 years ago
- The good practice in the VQA system such as pos-tag attention, structed triplet learning and triplet attention is very general and can be…☆19Jan 23, 2018Updated 8 years ago
- A pytorch implemetation of data augmentation method for visual question answering☆21May 25, 2023Updated 2 years ago
- Code for Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution (ACL2021)☆13Jun 2, 2021Updated 4 years ago
- ☆44Jun 16, 2025Updated 8 months ago
- Code for the Grounded Visual Question Answering (GVQA) model from the paper -- Don't Just Assume; Look and Answer: Overcoming Priors for …☆27Mar 10, 2022Updated 3 years ago
- ☆17Sep 2, 2023Updated 2 years ago
- Code for "Counterfactual Variable Control for Robust and Interpretable Question Answering"☆14Oct 13, 2020Updated 5 years ago
- Project for Dynamic Capsule Attention☆12Dec 7, 2019Updated 6 years ago
- GQA-OOD is a new dataset and benchmark for the evaluation of VQA models in OOD (out of distribution) settings.☆32Mar 1, 2021Updated 5 years ago
- This repository contains the source code and links to some datasets used in the CoNLL 2019 paper "Learning to Represent Bilingual Diction…☆12Oct 1, 2020Updated 5 years ago
- Code for the paper "Factorising Meaning and Form for Intent-Preserving Paraphrasing", Tom Hosking & Mirella Lapata (ACL 2021)☆27Nov 8, 2023Updated 2 years ago
- Code for Look for the Change paper published at CVPR 2022☆36Oct 26, 2022Updated 3 years ago
- The source code for 'Noisy-Labeled NER with Confidence Estimation' accepted by NAACL 2021☆36May 8, 2021Updated 4 years ago
- PANiC - PAraphrasing Noun-Compounds☆15Apr 6, 2018Updated 7 years ago
- Debiasing Methods in Natural Language Understanding Make Bias More Accessible: Code and Data☆14Apr 24, 2022Updated 3 years ago
- ☆14May 10, 2021Updated 4 years ago
- ☆13Aug 14, 2022Updated 3 years ago
- A weakly-supervised scene graph generation codebase. The implementation of our CVPR2021 paper ``Linguistic Structures as Weak Supervision…☆37Apr 25, 2021Updated 4 years ago
- ☆15Nov 6, 2022Updated 3 years ago
- This repository provides the dataset introduced by our WSSTG paper☆13Jul 21, 2019Updated 6 years ago
- Code for our IJCAI2020 paper: Overcoming Language Priors with Self-supervised Learning for Visual Question Answering☆52Aug 21, 2020Updated 5 years ago