[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 last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?☆82Jan 22, 2025Updated last year
- Official code for Guiding Language Model Math Reasoning with Planning Tokens☆19Feb 29, 2024Updated 2 years ago
- 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 last year
- [ACL'25] We propose a novel fine-tuning method, Separate Memory and Reasoning, which combines prompt tuning with LoRA.☆87Nov 2, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆13Feb 17, 2025Updated last year
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Jun 20, 2025Updated last year
- ☆31Feb 10, 2025Updated last year
- ☆89Sep 11, 2024Updated last year
- Implementation of LREC-COLING 2024 paper A Frustratingly Simple Decoding Method for Neural Text Generation☆19Feb 23, 2024Updated 2 years ago
- See also APPL: https://github.com/appl-team/appl that improves this project. A Python package for writing Language Models prompts in a ne…☆42Oct 2, 2023Updated 2 years ago
- ✨✨ Official repo for "Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning"☆16Nov 8, 2024Updated last year
- [COLM 2024] LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models☆14Jan 4, 2025Updated last year
- Official implementation for "ALI-Agent: Assessing LLMs'Alignment with Human Values via Agent-based Evaluation"☆21Jan 31, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI☆106Mar 6, 2025Updated last year
- PyTorch code for WWW 19 paper: On Attribution of Recurrent Neural Network Predictions via Additive Decomposition☆11Mar 18, 2021Updated 5 years ago
- ☆32Oct 4, 2025Updated 9 months ago
- The official implementation of CVPR 2025 paper "Invisible Backdoor Attack against Self-supervised Learning"☆18Jul 5, 2025Updated last year
- The code for paper "EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning"☆39Oct 1, 2025Updated 9 months ago
- [ICLR 2025] Official codebase for the ICLR 2025 paper "Multimodal Situational Safety"☆35Jun 23, 2025Updated last year
- ☆19Mar 25, 2025Updated last year
- Code to reproduce the experiments in the paper: Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.☆16Oct 14, 2023Updated 2 years ago
- under review☆14Mar 1, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆16Feb 7, 2023Updated 3 years ago
- Static file serving and directory listing☆12Apr 21, 2026Updated 2 months ago
- ☆16Nov 25, 2024Updated last year
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆80Oct 9, 2025Updated 9 months ago
- [EMNLP 2024 Findings] Benchmarking Language Model Agents for Data-Driven Science☆35Oct 25, 2024Updated last year
- The source code for running LLMs on the AAAR-1.0 benchmark.☆20Apr 5, 2025Updated last year
- ☆44Sep 19, 2024Updated last year
- A python tool help to interact with chatgpt.☆10Dec 11, 2022Updated 3 years ago
- Teaching Models to Express Their Uncertainty in Words☆38May 26, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Vico: Compositional Video Generation as Flow Equalization☆59Nov 15, 2024Updated last year
- [ACL 2025] RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios☆29Jul 2, 2025Updated last year
- ☆12Aug 5, 2023Updated 2 years ago
- ☆13May 27, 2025Updated last year
- [NeurIPS 2025] Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking☆32Jun 15, 2026Updated 3 weeks ago
- analyse problems of AI with Math and Code☆31Jul 28, 2025Updated 11 months ago
- ☆71Nov 18, 2024Updated last year