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acl-style-files

Official style files for papers submitted to venues of the Association for Computational Linguistics

adaptive-diversity-promoting

Adversarial Defense for Ensemble Models (ICML 2019)

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-pruning

A curated list of neural network pruning resources.

bert4rec-vae-pytorch

Pytorch implementation of BERT4Rec and Netflix VAE.

bpr-pytorch

A pytorch implementation for BPR (Bayesian Personalized Ranking).

chatgptpapers

Must-read papers, related blogs and API tools on the pre-training and tuning methods for ChatGPT.

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

co-teaching

NeurIPS'18: Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

cprec-1

A Generic Network Compression Framework for Sequential Recommender Systems

cross-modal-ablation

Code and data for our paper "Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers", EMNLP 2021.

deepcca

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

dl-info-theory

eca-reading-list

event-extraction

近年来事件抽取方法总结，包括中文事件抽取、开放域事件抽取、事件数据生成、跨语言事件抽取、小样本事件抽取、零样本事件抽取等类型，DMCNN、FramNet、DLRNN、DBRNN、GCN、DAG-GRU、JMEE、PLMEE等方法

gnnpapers

Must-read papers on graph neural networks (GNN)

grid-feats-vqa

Grid features pre-training code for visual question answering

idgl

Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings".

idnns

explore DNNs via Infomration

information-bottleneck

Python implementation of the infomration bottleneck method (tishby et al, 1999)

lmaas-papers

Awesome papers on Language-Model-as-a-Service (LMaaS)

mi_bounds_pytorch

Pytorch implementation of variational lower bounds on Mutual Information

nextitnet

PyTorch implementation of NextItNet from "A Simple Convolutional Generative Network for Next Item Recommendation".

nextitnet-pytorch

nlp-docs

Docs of NLP/deep Learning/machine learning, etc. https://siat-nlp.github.io/docs

nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

peercollaboration

pigeon

plmpapers

Must-read Papers on pre-trained language models.

prompt-lib

A set of utilities for running few-shot prompting experiments on large-language models