Awesome paper list

A curated list of repositories in which many NLP/CV/ML papers and related area resources are collected.

Tabel of Contents

• Awesome paper list
  • Tabel of Contents
  • Contributing
  • Natural Language Processing
  • Computer Vision
  • Graphs
  • Knowledge Graph
  • MultiModality
  • Others
  • Commensense
  • Time Series
  • Speech
  • Causality
  • Anomaly Detection
  • Thanks

Contributing

The repository is under construction. Please feel free to send me pull requests or email (guodun.li#gmail.com) to add links. Markdown format:

- [Repository Name](link) <br>
![](https://img.shields.io/badge/author-:user-be8abf)
![](https://img.shields.io/github/stars/:user/:repo)

Natural Language Processing

• Machine Translation
  
• Text Classification
  
• Sentiment Analysis
  
• Sentiment Analysis
  
• Sentiment Analysis
  
• Aspect-Based Sentiment Analysis
  
• Aspect-Based Sentiment Analysis
  
• Machine Reading Comprehension
  
• Machine Reading Comprehension
  
• Relation Extraction
  
• Relation Extraction
  
• BERT-based Research
  
• Pre-trained Language Model
  
• Sememe Computation
  
• Text Generation
  
• Text Generation
  
• Text Generation
  
• Text Generation
  
• Pre-trained LM for Text Generation
  
• Textual Adversarial Attack and Defense
  
• Dialogue System
  
• Dialogue System
  
• Dialogue Generation
  
• Dialogue System
  
• Dialogue State Tracking
  
• Task-Oriented Dialogue
  
• Conversational AI
  
• Sentence Embeddings
  
• Question Answering
  
• Knowledge Base Question Answering
  
• Text Style Transfer
  
• Text Style Transfer
  
• Text Matching
  
• Text Summarization
  
• Personal Emotional Stylized Dialog
  
• Named Entity Recognition
  
• Biomedical NER
  
• Named Entity Recognition
  
• Cross-lingual Information Retrieval
  
• Information Retrieval
  
• Biomedical Entity Linking
  
• Open Information Extraction
  
• Biomedical Information Extraction
  

Computer Vision

• Semantic Segmentation
  
• Action Recognition
  
• Image Classification
  
• Image Retrieval
  
• Object Detection
  
• Object Detection
  
• Image-to-image Translation
  
• Domain Adaptation
  
• vision-based SLAM / Visual Odometry
  
• Face-related
  
• Scene Text Recognition
  
• Text Detection & Recognition
  

Graphs

• Graph Neural Networks
  
• Graph Neural Networks
  
• Graph Convolutional Networks
  
• Graph Classification
  
• Graph Representation Learning
  
• Graph Representation Learning
  
• Network Embeddings
  
• Knowledge Graph Embeddings
  
• Community Detection
  
• Topological Data Analysis
  
• Graph Adversarial Learning
  
• Graph Computing
  

Knowledge Graph

• Knowledge Graph Construction
  
• Knowledge Embeddings
  
• Knowledge Graph
  
• Knowledge Graph
  
• Knowledge Graph
  
• Knowledge Graph
  

MultiModality

• Image Captioning
  
• Image Captioning
  
• Visual Question Answering
  
• Visual Question Answering
  
• Visual Question Answering
  
• Multimodal Machine Translation
  
• Visual Grounding
  

Others

• Weak Supervision
  
• Awesome-VAEs
  
• Unsupervised Learning
  
• Meta Learning
  
• Few Shot Learning
  
• Few Shot Learning
  
• Capsule Networks
  
• Decision Tree
  
• Cell Detection & Segmentation
  
• Fraud Detection
  
• Graph-based Fraud Detection
  
• Legal Intelligence
  
• Data Augmentation
  
• Decision Making
  
• Multi-Label Learning
  

Commensense

• Commonsense Reasoning
  
• Commonsense Modeling
  

Time Series

• Time Series
  
• Time Series
  
• Time Series in Python
  
• Time Series Analysis
  

Speech

• Speech Recognition & Synthesis
  

• End2End Speech Recognition
  

• Speech Enhancement
  

Causality

• Causal Reasoning
  
• Causal Inference
  
• Causality Algorithms
  
• Causality
  
• Deep Causal Learning
  

Anomaly Detection

• Anomaly Detection
  

• Anomaly Detection
  

• Anomaly Detection on Time-Series Data
  

Thanks

Thanks to authors of all the repositories I cite. :)