Paper Lists

March 10, 2025 ยท View on GitHub

This repository powers Paper Copilot, combining data from multiple sources to ensure coherence, consistency, and comprehensiveness.

Typically, records from OpenReview, official conference sources, or open access sites are scattered, leading to fragmented information and extra effort to navigate between them. The aim of this repository is to serve as a comprehensive link collection for major conferences, enabling easier access to relevant information, and statistical analysis will be based on these records.

Local Search Tool

We further provide a streamlit-based tool for efficiently searching and analyzing conference papers locally. Thanks to @hhh2210's contribution.

Setup

# Clone the repo and install dependencies
git clone https://github.com/papercopilot/paperlists.git
# use conda if needed: conda create -n papercopilot python=3.10
pip install -r requirements.txt

Usage

1. Web Interface

cd paperlists/tools
streamlit run app.py
# a corresponding local url will popsup, e.g. `Local URL: http://localhost:8501`

Showcase

2. Command Line Usage

cd paperlists/tools
python extract.py [keyword] [-i INPUT_PATH] [-o OUTPUT_FILE] [-f FIELDS...]
  • keyword: Search keyword (required)
  • -i, --input_path: Input JSON file or directory (default: iclr2025.json)
  • -o, --output_file: Output JSON file (optional)
  • -f, --fields: Fields to search (default: keywords title primary_area topic)

Example:

cd paperlists/tools
python extract.py retrieval -i iclr/iclr2025.json -o results.json -f title keywords

Overview

ICLR

Year202520242023202220212020
json202520242023202220212020
Statistics (Main)202520242023202220212020
Year2019201820172016201520142013
json20192018201720142013
Statistics (Main)20192018201720142013

NeurIPS(NIPS)

Year20242023202220212020
json20242023202220212020
Statistics (Main)2024202320222021
Statistics (Datasets & Benchmarks)202420232022
Year2019201820172016201520142013201220112010
json2019201820172016201520142013201220112010
Year2009200820072006200520042003200220012000
json2009200820072006200520042003200220012000

ICML

Year20242023202220212020201920182017
json20242023202220212020201920182017

SIGGRAPH

Year20242023202220212020
json20242023202220212020
Paperlist20242023202220212020
Year2019201820172016201520142013201220112010
json2019201820172016201520142013201220112010
Paperlist2019201820172016201520142013201220112010

SIGGRAPH Asia

Year2024202320222021202020192018
json2024202320222021202020192018
Paperlist2024202320222021202020192018

CVPR

Year20242023202220212020201920182017
json20242023202220212020201920182017

ICCV [Coming Soon]

ECCV [Coming Soon]

EMNLP

Year20242023
json20242023
Statistics20242023

CoRL

Year2024202320222021
json2024202320222021
Statistics2024202320222021