https://puzzlellms.github.io/A Survey on Puzzle Solving using Reasoning of Large Language Models 2024-04-20T11:45:04+00:00 https://puzzlellms.github.io/ Jekyll © 2024 /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png 2024-01-03T16:00:00+00:00 2024-03-20T17:06:01+00:00 https://puzzlellms.github.io/posts/PokerGPT/

📙Paper: “PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold’em via Large Language Model” 🔑Public: ✅ ⚲ Area: Dataset, Stochastic 📅 Date: 2024-01-04 🔎 Paper Section: dataset / rule-based / stochastic 📝 References: 29

2023-12-11T16:00:00+00:00 2024-03-20T17:06:01+00:00 https://puzzlellms.github.io/posts/Mathematical-Language-Models/

📙Paper: “Mathematical Language Models: A Survey” 🔑Public: ✅ ⚲ Area: Mathematical language models 📅 Date: 2023-12-12 🔎 Paper Section: Introduction 📝 References: 213

2023-11-15T16:00:00+00:00 2024-03-20T17:06:01+00:00 https://puzzlellms.github.io/posts/Neuro-Symbolic-Integration-Brings-Causal-and-Reliable-Reasoning-Proofs/

📙Paper: “Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs” 🔑Public: ✅ ⚲ Area: Neuro-symbolic 📅 Date: 2023-11-16 🔎 Paper Section: methods / puzzle translation 📝 References: 26

2023-11-13T16:00:00+00:00 2024-03-20T17:06:01+00:00 https://puzzlellms.github.io/posts/LLMs-cannot-find-reasoning-errors,-but-can-correct-them/

📙Paper: “LLMs cannot find reasoning errors, but can correct them!” 🔑Public: ✅ ⚲ Area: Prompting, Self-correction 📅 Date: 2023-11-14 🔎 Paper Section: methods / advanced / self-correction 📝 References: 22

2023-11-12T16:00:00+00:00 2024-03-20T17:06:01+00:00 https://puzzlellms.github.io/posts/Assessing-Logical-Puzzle-Solving-in-Large-Language-Models/

📙Paper: “Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study” 🔑Public: ✅ ⚲ Area: Dataset, Stochastic 📅 Date: 2023-11-13 🔎 Paper Section: dataset / rule-based / stochastic 📝 References: -