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★ 39 Open GitHub ↗

Papers that use Lichess data, study Lichess, or cite Lichess

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# Lichess Bibliography

Publications that study Lichess, use Lichess data, or otherwise use or mention Lichess in a meaningful way.

If we missed your work, feel free to open an issue or submit a PR.

> [!NOTE]
> the inclusion of a work is not a statement on its scientific integrity or merit.

<pre style="font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace">╭── Bibliography Statistics ───╮ ╭────────── Papers by Year ──────────╮
│ │ │ │
│ Authors 817 │ │ 2018 ░░░░░░░░░░░░░░░░░░░░ 2 │
│ Papers 258 │ │ 2019 █░░░░░░░░░░░░░░░░░░░ 7 │
│ With code 83 │ │ 2020 █░░░░░░░░░░░░░░░░░░░ 5 │
│ With data 25 │ │ 2021 ███░░░░░░░░░░░░░░░░░ 16 │
│ Lichess bot 4 │ │ 2022 ███░░░░░░░░░░░░░░░░░ 13 │
│ conference 117 │ │ 2023 ████░░░░░░░░░░░░░░░░ 17 │
│ journal 53 │ │ 2024 █████████░░░░░░░░░░░ 42 │
│ preprint 60 │ │ 2025 ████████████████████ 96 │
│ thesis 23 │ │ 2026 ████████████░░░░░░░░ 60 │
│ │ │ │
╰──────────────────────────────╯ ╰────────────────────────────────────╯
 Affiliation Papers Keyword Papers 
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
 Google DeepMind 13 games 13 
 University of Toronto 11 machine learning 13 
 University of Oxford 9 deep learning 11 
 Princeton University 7 transformers 11 
 New York University 6 training 11 
 Stanford University 6 artificial intelligence 9 
 Carnegie Mellon University 6 large language models 8 
 Microsoft Research 6 engines 8 
 Imperial College London 4 predictive models 8 
 TU Darmstadt 4 neural networks 7 
 University of Central Florida 4 big data 7 
 Peking University 4 accuracy 6 
 UC Berkeley 4 explainable ai 6 
 MIT 4 transformer 6 
 Harvard University 4 action prediction 5 
 Independent 4 reinforcement learning 5 
 Cornell University 4 human-ai interaction 5 
</pre>

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