Singapore Management University

SingaporeManagementUniversity's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Articles

demolei 

authored 3 papers about 1 month ago

Truth in the Few: High-Value Data Selection for Efficient Multi-Modal Reasoning

Paper • 2506.04755 • Published Jun 5 • 37

A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce

Paper • 2504.11343 • Published Apr 15 • 19

Scalable Chain of Thoughts via Elastic Reasoning

Paper • 2505.05315 • Published May 8 • 26

demolei 

authored a paper 4 months ago

What, How, Where, and How Well? A Survey on Test-Time Scaling in Large Language Models

Paper • 2503.24235 • Published Mar 31 • 55

demolei 

authored a paper 10 months ago

MathHay: An Automated Benchmark for Long-Context Mathematical Reasoning in LLMs

Paper • 2410.04698 • Published Oct 7, 2024 • 13

demolei 

authored 7 papers 12 months ago

T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering

Paper • 2305.03453 • Published May 5, 2023 • 1

ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction

Paper • 2303.05063 • Published Mar 9, 2023 • 1

LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

Paper • 2304.01933 • Published Apr 4, 2023 • 1

Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation

Paper • 2310.08395 • Published Oct 12, 2023 • 1

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective

Paper • 2211.01154 • Published Oct 31, 2022 • 1

R$^3$ Prompting: Review, Rephrase and Resolve for Chain-of-Thought Reasoning in Large Language Models under Noisy Context

Paper • 2310.16535 • Published Oct 25, 2023 • 1

ThinK: Thinner Key Cache by Query-Driven Pruning

Paper • 2407.21018 • Published Jul 30, 2024 • 33

AnniHuang 

updated a Space over 1 year ago

No application file

README

💻

demolei 

authored a paper about 2 years ago

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Paper • 2305.04091 • Published May 6, 2023 • 3