cxcscmu / Montessori-InstructLinks
Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]
☆48Updated 7 months ago
Alternatives and similar repositories for Montessori-Instruct
Users that are interested in Montessori-Instruct are comparing it to the libraries listed below
Sorting:
- [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective☆71Updated 2 months ago
- HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models☆49Updated 9 months ago
- Co-LLM: Learning to Decode Collaboratively with Multiple Language Models☆118Updated last year
- Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"☆130Updated last year
- B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners☆82Updated 3 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆110Updated 3 months ago
- [ACL 2025] Knowledge Unlearning for Large Language Models☆39Updated 3 months ago
- Large Language Models Can Self-Improve in Long-context Reasoning☆72Updated 9 months ago
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆81Updated 7 months ago
- Code for Heima☆52Updated 4 months ago
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆54Updated 3 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆77Updated 5 months ago
- [ACL 2025] An inference-time decoding strategy with adaptive foresight sampling☆104Updated 3 months ago
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆83Updated 4 months ago
- ☆59Updated 11 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 5 months ago
- FastCuRL: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient LLM Reasoning☆51Updated 2 months ago
- ☆12Updated last year
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆41Updated 6 months ago
- Revisiting Mid-training in the Era of Reinforcement Learning Scaling☆167Updated last month
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆171Updated last month
- JudgeLRM: Large Reasoning Models as a Judge☆35Updated 4 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 8 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains☆163Updated 2 months ago
- instruction-following benchmark for large reasoning models☆39Updated 3 weeks ago
- [EMNLP 2024 Findings] ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs☆29Updated 3 months ago
- ☆21Updated 3 months ago
- ☆56Updated 2 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆107Updated 6 months ago
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆33Updated last year