✨✨Latest Papers and Benchmarks in Reasoning with Foundation Models
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Apr 25, 2025
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reasoning-language-models
Here are 26 public repositories matching this topic...
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
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Apr 21, 2025 - Python
Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"
reinforcement-learning segmentation multimodal multimodel-large-language-model reasoning-language-models
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Apr 11, 2025 - Python
Latest Advances on Long Chain-of-Thought Reasoning
agent reinforcement-learning rl long thinking reasoning r1 o3 o1 system-2 chain-of-thought openai-o1 reasoning-language-models deepseek-r1 long-chain-of-thought
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Apr 13, 2025
Deep Reasoning Translation via Reinforcement Learning (arXiv preprint 2025); DRT: Deep Reasoning Translation via Long Chain-of-Thought (arXiv preprint 2024)
reinforcement-learning machine-translation large-language-models reasoning-language-models literature-translation
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Apr 28, 2025
ToolUniverse is a collection of biomedical tools designed for AI agents
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Mar 20, 2025 - Python
OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement
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Mar 27, 2025 - Python
Official Implementation of "Reasoning Language Models: A Blueprint"
lrm rlm large-language-models llm large-reasoning-models reasoning-language-models reasoning-llms mcts-for-llms
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Feb 10, 2025 - Python
A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.
reasoning multimodal multimodal-large-language-models multimodal-reasoning reasoning-language-models mllm-reasoning multimodal-reasoning-benchmarks
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Mar 18, 2025
a-m-team's exploration in large language modeling
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Apr 28, 2025
Lightweight replication study of DeepSeek-R1-Zero. Interesting findings include "No Aha Moment", "Longer CoT ≠ Accuracy", and "Language Mixing in Instruct Models".
reinforcement-learning fine-tuning post-training llm deepseek gpt-o1 reasoning-language-models reasoning-models deepseek-r1
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Apr 1, 2025 - Python
This is the repo of developing reasoning models in the specific domain of financial, aim to enhance models capabilities in handling financial reasoning tasks.
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Mar 31, 2025 - Jupyter Notebook
Pure RL to post-train base models for social reasoning capabilities. Lightweight replication of DeepSeek-R1-Zero with Social IQa dataset.
reinforcement-learning fine-tuning post-training llm deepseek gpt-o1 reasoning-language-models reasoning-models deepseek-r1
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Mar 16, 2025 - Python
🔥🔥🔥Breaking long thought processes of o1-like LLMs, such as DeepSeek-R1, QwQ
ai-agents backdoor-attacks qwq large-language-models chain-of-thought deepseek reasoning-language-models deepseek-r1
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Mar 6, 2025 - Python
☁️ KUMO: Generative Evaluation of Complex Reasoning in Large Language Models
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Apr 26, 2025 - Jupyter Notebook
An effective weight-editing method for mitigating overly short reasoning in LLMs, and a mechanistic study uncovering how reasoning length is encoded in the model’s representation space.
deep-learning interpretable-machine-learning large-language-models generative-ai mechanistic-interpretability reasoning-language-models
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Apr 17, 2025 - Python
Reasoning-from-Zero using gemma.JAX.nnx on TPUs
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Apr 22, 2025 - Python
Official code for "Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning", ICLR 2025.
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Feb 19, 2025 - Python
📖Curated list about reasoning abilitiy of MLLM, including OpenAI o1, OpenAI o3-mini, and Slow-Thinking.
awesome openai multi-modal reasoning o1 chain-of-thought mllm chain-of-thought-reasoning multi-modal-large-language-model lvlm reasoning-language-models slow-thinking deepseek-r1 o3-mini
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Feb 7, 2025
Sudoku4LLM is a Sudoku dataset generator for training and evaluating reasoning in Large Language Models (LLMs). It offers customizable puzzles, difficulty levels, and 11 serialization formats to support structured data reasoning and Chain of Thought (CoT) experiments.
reinforcement-learning fine-tuning post-training dataset-generator llm rl-for-finance reasoning-language-models reasoning-models deepseek-r1 rl-for-llm
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Apr 28, 2025 - Python
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