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awesome-explainable-ai

A collection of research materials on explainable AI/ML

bbwen.github.io

bleurt

BLEURT is a metric for Natural Language Generation based on transfer learning.

clipbert

[CVPR 2021 Best Student Paper Honorable Mention, Oral] Official PyTorch code for ClipBERT, an efficient framework for end-to-end learning on image-text and video-text tasks.

crows-pairs

This repository contains the data and code introduced in the paper "CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models" (EMNLP 2020).

decagon

Graph convolutional neural network for multirelational link prediction

deceptive-attention

Code & Data for the paper "Learning to Deceive with Attention-Based Explanations"

dialogpt

Large-scale pretraining for dialogue

diffusion-lm

Diffusion-LM

expscore

fid

Fusion-in-Decoder

icl-selective-annotation

Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"

kgbiasdetec

Repository for short paper accepted in EMNLP 2021 Findings

llm_scienceqa

mdetr

mmda

multimodal document analysis

molrep

MolRep: A Deep Representation Learning Library for Molecular Property Prediction

ocr-form-tools

A set of tools to use in Microsoft Azure Form Recognizer and OCR services.

open-instruct

qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

scibert

A BERT model for scientific text.

scicite

Repository for NAACL 2019 paper on Citation Intent prediction

scifact

Data and models for the SciFact verification task.

scigen

SciGen

stereoset

StereoSet: Measuring stereotypical bias in pretrained language models

tawt

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

usr

Code for ACL 2020 paper: USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation (https://arxiv.org/pdf/2005.00456)

vila

Incorporating VIsual LAyout Structures for Scientific Text Classification