LinkToPast1990

bert_cn

Chinese sentiment classification based on bert.

removing-bias-in-multi-modal-classifiers

BERT-E2E-ABSA

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bert-multi-gpu

Feel free to fine tune large BERT models with Multi-GPU and FP16 support.

BERT-NER

Pytorch-Named-Entity-Recognition-with-BERT

captum

Model interpretability and understanding for PyTorch

CCF-BDCI-Sentiment-Analysis-Baseline

The code for CCF-BDCI-Sentiment-Analysis-Baseline

contextualizing-hate-speech-models-with-explanations

Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for accelerating image preprocessing

debiased

Deep_metric

Deep Metric Learning Accepted by CVPR-2019

fast-influence-functions

fitting-random-labels

Example code for the paper "Understanding deep learning requires rethinking generalization"

gqa_eval_script

Fixing errors in the evaluation code of GQA dataset

gqa_single_hop_baseline

A simple but well-performing "single-hop" visual attention model for the GQA dataset

hans

Heuristic Analysis for NLI Systems

hierarchical-explanation

Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.

influence-function-analysis

joycontrol

Emulate Nintendo Switch Controllers over Bluetooth

LAMB_Optimizer_TF

LAMB Optimizer (TensorFlow version)

lcgn

Code release for Hu et al., Language-Conditioned Graph Networks for Relational Reasoning. in ICCV, 2019

mac-network

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

match-lstm

Implementation of "Learning Natural Language Inference with LSTM", 2016, S. Wang et al. (https://arxiv.org/pdf/1512.08849.pdf)

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

path_explain

A repository for explaining feature attributions and feature interactions in deep neural networks.

Perturbed-Masking

Code for ACL 2020 paper "Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT"

pytorch_deephash

Pytorch implementation of Deep Learning of Binary Hash Codes for Fast Image Retrieval, CVPRW 2015

RelationNetworks-CLEVR

A pytorch implementation for "A simple neural network module for relational reasoning", working on the CLEVR dataset

VC-R-CNN

The official pytorch implementation of CVPR 2020 ``Visual Commonsense R-CNN''

VQA2.0-Recent-Approachs-2018.pytorch

A pytroch reimplementation of "Bilinear Attention Network", "Intra- and Inter-modality Attention", "Learning Conditioned Graph Structures", "Learning to count object", "Bottom-up top-down" for Visual Question Answering 2.0