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.
We further provide a streamlit-based tool for efficiently searching and analyzing conference papers locally. Thanks to @hhh2210's contribution.
# 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.txtcd paperlists/tools
streamlit run app.py
# a corresponding local url will popsup, e.g. `Local URL: http://localhost:8501`
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| Year | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 |
|---|---|---|---|---|---|---|
| json | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 |
| Statistics (Main) | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 |
| Year | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 |
|---|---|---|---|---|---|---|---|
| json | 2019 | 2018 | 2017 | 2014 | 2013 | ||
| Statistics (Main) | 2019 | 2018 | 2017 | 2014 | 2013 |
| Year | 2024 | 2023 | 2022 | 2021 | 2020 |
|---|---|---|---|---|---|
| json | 2024 | 2023 | 2022 | 2021 | 2020 |
| Statistics (Main) | 2024 | 2023 | 2022 | 2021 | |
| Statistics (Datasets & Benchmarks) | 2024 | 2023 | 2022 |
| Year | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 |
|---|---|---|---|---|---|---|---|---|---|---|
| json | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 |
| Year | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 |
|---|---|---|---|---|---|---|---|---|---|---|
| json | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 | 2003 | 2002 | 2001 | 2000 |
| Year | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 |
|---|---|---|---|---|---|---|---|---|
| json | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 |
| Year | 2024 | 2023 | 2022 | 2021 | 2020 |
|---|---|---|---|---|---|
| json | 2024 | 2023 | 2022 | 2021 | 2020 |
| Paperlist | 2024 | 2023 | 2022 | 2021 | 2020 |
| Year | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 |
|---|---|---|---|---|---|---|---|---|---|---|
| json | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 |
| Paperlist | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 |
| Year | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 |
|---|---|---|---|---|---|---|---|
| json | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 |
| Paperlist | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 |
| Year | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 |
|---|---|---|---|---|---|---|---|---|
| json | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 |
| Year | 2024 | 2023 |
|---|---|---|
| json | 2024 | 2023 |
| Statistics | 2024 | 2023 |
| Year | 2024 | 2023 | 2022 | 2021 |
|---|---|---|---|---|
| json | 2024 | 2023 | 2022 | 2021 |
| Statistics | 2024 | 2023 | 2022 | 2021 |