MingyuJ666 / The-Impact-of-Reasoning-Step-Length-on-Large-Language-ModelsView external linksLinks
[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
- [FCS'24] LVLM Safety paper☆19Jan 4, 2025Updated last year
- VAEGAN, I Love u☆16Aug 15, 2023Updated 2 years ago
- [KDD Explore'24]Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities☆17May 7, 2025Updated 9 months ago
- ☆10Feb 12, 2024Updated 2 years ago
- Repository for NPHardEval, a quantified-dynamic benchmark of LLMs☆63Mar 26, 2024Updated last year
- ☆42Sep 19, 2024Updated last year
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Jan 31, 2026Updated 2 weeks ago
- ☆20Oct 8, 2024Updated last year
- Official repo of M$^2$PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning☆27Mar 23, 2025Updated 10 months ago
- ☆19Jan 3, 2025Updated last year
- Implementation of LREC-COLING 2024 paper A Frustratingly Simple Decoding Method for Neural Text Generation☆19Feb 23, 2024Updated last year
- ☆20Sep 2, 2024Updated last year
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆107Mar 6, 2025Updated 11 months ago
- The Benefits of a Concise Chain of Thought on Problem Solving in Large Language Models☆24Nov 25, 2024Updated last year
- ☆25Nov 11, 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☆58Nov 15, 2024Updated last year
- quick playground to animate pippin☆14Nov 11, 2024Updated last year
- ☆29Jan 12, 2025Updated last year
- ☆28Feb 10, 2025Updated last year
- [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.☆84Nov 2, 2025Updated 3 months ago
- ☆54Jul 7, 2025Updated 7 months ago
- [ICLR 2026] dParallel: Learnable Parallel Decoding for dLLMs☆58Jan 26, 2026Updated 3 weeks ago
- [EMNLP 2024 Findings] Benchmarking Language Model Agents for Data-Driven Science☆34Oct 25, 2024Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆77Oct 9, 2025Updated 4 months ago
- terminally online☆37Updated this week
- Official completion of “Training on the Benchmark Is Not All You Need”.☆39Dec 31, 2024Updated last year
- [NeurIPS 2025] VeriThinker: Learning to Verify Makes Reasoning Model Efficient☆64Sep 27, 2025Updated 4 months ago
- [NeurIPS 2024] For paper Parameter Competition Balancing for Model Merging☆48Oct 11, 2024Updated last year
- ☆27Feb 9, 2026Updated last week
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆35Aug 8, 2024Updated last year
- Python library for building blockchain data pipelines☆40Oct 29, 2025Updated 3 months ago
- ☆42Jul 1, 2024Updated last year
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆36Apr 4, 2024Updated last year
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆826Mar 17, 2025Updated 11 months ago
- ☆20Aug 8, 2025Updated 6 months ago
- Extract streaming data from text using prefix completion.☆10Oct 6, 2024Updated last year
- A benchmark dataset designed to support the development and evaluation of large language models (LLMs) for conversational mental health a…☆17Feb 24, 2025Updated 11 months ago