[ACL'24] Chain of Thought (CoT) is significant in improving the reasoning abilities of large language models (LLMs). However, the correlation between the effectiveness of CoT and the length of reasoning steps in prompts remains largely unknown. To shed light on this, we have conducted several empirical experiments to explore the relations.
☆47May 11, 2025Updated 9 months ago
Alternatives and similar repositories for The-Impact-of-Reasoning-Step-Length-on-Large-Language-Models
Users that are interested in The-Impact-of-Reasoning-Step-Length-on-Large-Language-Models are comparing it to the libraries listed below
Sorting:
- [ICONIP'24]Mingyu.Jin's final year project☆30Aug 23, 2024Updated last year
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆83Jan 22, 2025Updated last year
- Official code for Guiding Language Model Math Reasoning with Planning Tokens☆18Feb 29, 2024Updated 2 years ago
- [KDD Explore'24]Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities☆17May 7, 2025Updated 10 months ago
- From Commands to Prompts: LLM-based Semantic File System for AIOS☆47Mar 9, 2025Updated last year
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆63Mar 26, 2024Updated last year
- The source code for running LLMs on the AAAR-1.0 benchmark.☆18Apr 5, 2025Updated 11 months ago
- ☆44Sep 19, 2024Updated last year
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Jan 31, 2026Updated last month
- ☆20Oct 8, 2024Updated last year
- ☆20Oct 12, 2024Updated last year
- ☆19Jan 3, 2025Updated last year
- ☆20Sep 2, 2024Updated last year
- Process Orchestration Framework: A camunda 7 fork☆21Mar 2, 2026Updated last week
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆107Mar 6, 2025Updated last year
- AI agent with social relationship managing, sophisticated memory, and character development. @duckunfilitered on twitter☆29Sep 26, 2025Updated 5 months ago
- The Benefits of a Concise Chain of Thought on Problem Solving in Large Language Models☆24Nov 25, 2024Updated last year
- [NeurIPS 2023] PyTorch code for Can Language Models Teach? Teacher Explanations Improve Student Performance via Theory of Mind☆66Dec 21, 2023Updated 2 years ago
- Vico: Compositional Video Generation as Flow Equalization☆59Nov 15, 2024Updated last year
- quick playground to animate pippin☆15Nov 11, 2024Updated last year
- ☆28Feb 10, 2025Updated last year
- ☆29Jan 12, 2025Updated last year
- ☆55Jul 7, 2025Updated 8 months ago
- ☆32Oct 4, 2025Updated 5 months ago
- [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.☆85Nov 2, 2025Updated 4 months ago
- [ICCV 2025] Dynamic-VLM☆28Dec 16, 2024Updated last year
- [ICLR 2026] dParallel: Learnable Parallel Decoding for dLLMs☆60Feb 22, 2026Updated 2 weeks ago
- [EMNLP 2024 Findings] Benchmarking Language Model Agents for Data-Driven Science☆34Oct 25, 2024Updated last year
- ☆71Nov 18, 2024Updated last year
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Jun 20, 2025Updated 8 months ago
- ☆23Dec 30, 2025Updated 2 months ago
- ☆84Sep 11, 2024Updated last year
- SDLC Copilot is an Agentic AI system designed to streamline and automate the Software Development Lifecycle (SDLC). From requirement gath…☆23Jun 14, 2025Updated 8 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆77Oct 9, 2025Updated 5 months ago
- Dynamic Cheatsheet: Test-Time Learning with Adaptive Memory☆261May 24, 2025Updated 9 months ago
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆65Sep 27, 2025Updated 5 months ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"☆30Mar 28, 2024Updated last year
- MiniGPT-Pancreas: Multimodal Large language Model for Pancreas Cancer Classification and Detection☆11Sep 19, 2025Updated 5 months ago