adienxy

shap

A game theoretic approach to explain the output of any machine learning model.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

longformer

Longformer: The Long-Document Transformer

hedwig

PyTorch deep learning models for document classification

bert_for_longer_texts

BERT classification model for processing texts longer than 512 tokens. Text is first divided into smaller chunks and after feeding them to BERT, intermediate results are pooled. The implementation allows fine-tuning.

SeHGNN

chinese-bigbird

中文bigbird预训练模型

taylor-series-linear-attention

Explorations into the recently proposed Taylor Series Linear Attention

Clinical-Longformer

HMT-pytorch

Official Implementation of "HMT: Hierarchical Memory Transformer for Long Context Language Processing"

efficient-longdoc-classification

MJP

An official Pytorch implementation of "Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers", CVPR 2023.

TextSSL

[AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

kanformer

Naively combining transformers and Kolmogorov-Arnold Networks to learn and experiment

RAN

RAN: Recurrent Attention Networks for Long-text Modeling | Findings of ACL23

Graphormer

Do Transformers Really Perform Bad for Graph Representation? [NIPS-2021]

DHGAS

Implementation codes for AAAI23 paper "Dynamic Heterogeneous Graph Attention Neural Architecture Search"

TextConvoNet

KANFormer

Optimized -KAN-based Transformer Models Performance Test on Various Tasks (Point cloud&Vision)

littlebird

Implementation of LittleBird: Efficient Faster & Longer Transformer for Question Answering

BEGNN

ccm

FakeNewsData

Fake news detection dataset

HATN

long-text-classification-model

implement longformer, bigbird

HMIGCN

A Framework for Long Document Classification

AESC

The aspect sentiment classification (AESC) task includes aspect terms extraction (AE) and aspect terms sentiment analysis (ASC).

Explainable-AI-XAI-

Text LRP, Grad-CAM, Darkon, Lime and Shap

MBTI_Predictor_Using_Several_Methods

Model fine tuned with BigBird is included

lcf-idf