This repository provides a curated and classified list of top-tier conference papers in Natural Language Processing (NLP), Recommender Systems, and related fields. It aims to help researchers and practitioners quickly navigate and discover relevant literature by organizing papers by conference and sub-topic.

How It Works

The project manually curates and categorizes papers from leading academic conferences such as ACL, SIGIR, NeurIPS, KDD, and others. Papers are sorted into specific research topics, often including classifications for long/short papers and reproducibility studies, based on the maintainers' expertise.

Highlighted Details

• Classified papers from ACL 2022, SIGIR 2022, NeurIPS 2022, RecSys 2021/2022, KDD 2021/2022, AAAI 2022, CIKM 2021/2022, WSDM 2022, WWW 2022, IJCAI 2022, EMNLP 2022, and ICLR 2023.
• Covers key areas including NLP, Recommender Systems, Large Language Models (LLMs), and research reproducibility.
• Includes classifications for both long and short papers in some conferences.

Maintenance & Community

The project welcomes stars and pull requests, indicating an open approach to community contributions. Specific maintainer or community links are not provided in the README.

Licensing & Compatibility

The repository does not explicitly state a license.

Limitations & Caveats

The classification is based on the maintainers' subjective experience, and the scope is limited to the conferences and topics explicitly listed. There is no indication of automated updates or a programmatic API for accessing the data.