This repository contains some NLP papers and notes that I have read or am interested in.
- Skip-Thought Vectors
- character level convolutional networks for text classification
- Efficient Estimation of Word Representations in Vector Space
- Build up basic knowledge: some related works in the paper could help understand the basic skills set of the area, as well as to gain the knowledge about classic algorithms;
- Get new ideas and directions;
- Interview: people ask about the treads;
- Reproduce the code: build up the coding skills.
- Reviews: basic knowledge, key skills and algorithms, implementation method, and applications
- Representative papers: the most popular/important papers of the area; usually could get information about these kind of papers from the Related Work from reviews or other papers, with open source codes come along;
- State-of-the-Art: newest/most popular trends in the industry.
- Top Conferences: CVPR, AAAI, ICCV, etc, especially Oral
- Google Scholar
- Valse & Webinar
- Papers with Code:
- Ask the professionals