| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 |
| Self-Evaluation Guided Beam Search for Reasoning | May 1, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| SFT Memorizes, RL Generalizes: A Comparative Study of Foundation Model Post-training | Jan 28, 2025 | Arithmetic ReasoningMemorization | —Unverified | 0 |
| SBoRA: Low-Rank Adaptation with Regional Weight Updates | Jul 7, 2024 | Arithmetic Reasoningparameter-efficient fine-tuning | CodeCode Available | 0 |
| Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models | Jun 6, 2023 | Arithmetic ReasoningIn-Context Learning | CodeCode Available | 0 |
| Calc-X and Calcformers: Empowering Arithmetical Chain-of-Thought through Interaction with Symbolic Systems | May 24, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 0 |
| Self-training Language Models for Arithmetic Reasoning | Jul 11, 2024 | Arithmetic Reasoning | CodeCode Available | 0 |
| 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability | Aug 28, 2024 | Arithmetic ReasoningGPU | CodeCode Available | 0 |
| Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning | Nov 4, 2024 | Arithmetic ReasoningDecoder | CodeCode Available | 0 |
