✨✨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 34 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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May 20, 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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May 19, 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
a-m-team's exploration in large language modeling
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May 20, 2025
OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement
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May 19, 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
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
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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May 16, 2025 - Jupyter Notebook
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
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
Pivotal Token Search
tokens dataset-generation sae sparse-autoencoder dpo llm reasoning-agent llm-inference direct-preference-optimization llm-steering steering-vector phi-4 reasoning-language-models phi4 reasoning-models mech-interp phi4-mini phi-4-mini pivotal-token-search pivotal-tokens
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May 17, 2025 - Python
To Think or Not to Think: Exploring the Unthinking Vulnerability in Large Reasoning Models
ai-agents backdoor-attacks qwq large-language-models chain-of-thought deepseek reasoning-language-models deepseek-r1
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May 20, 2025 - Python
The official implement of "VisionReasoner: Unified Visual Perception and Reasoning via Reinforcement Learning"
reinforcement-learning segmentation object-detection multimodal counting-objects visual-perception multimodal-large-language-models reasoning-language-models
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May 20, 2025 - Python
[arxiv: 2505.02156] Adaptive Thinking via Mode Policy Optimization for Social Language Agents
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May 20, 2025 - Python
☁️ KUMO: Generative Evaluation of Complex Reasoning in Large Language Models
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Apr 26, 2025 - Jupyter Notebook
Official code for "Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning", ICLR 2025.
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May 12, 2025 - Python
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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May 6, 2025 - Python
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