TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
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Apr 21, 2025 - Python
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reasoning-language-models
Here are 25 public repositories matching this topic...
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 15, 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
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
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
🔥🔥🔥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 10, 2025 - Jupyter Notebook
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
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
Structured test tasks and model tuning scripts for multiple subjects from ZNO - the Ukrainian External Independent Evaluation (ЗНО)
nlp benchmark natural-language-processing math history evaluation dataset exam ukraine llama geography language-model gemma reasoning data-annotation ukrainian-language large-language-models ukrainian-language-dataset reasoning-language-models
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Mar 19, 2025 - Python
This repository contains the implementation of our research on optimizing Retrieval-Augmented Generation (RAG) systems for technical domains. Our work addresses the unique challenges of precise information extraction from complex, domain-specific documents by introducing token-aware evaluation metrics and synthetic data generation pipeline.
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Mar 1, 2025 - Jupyter Notebook
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