1 citations · 2 across the 4 of their papers we have counts for
4 papers
Sci-Reasoning: A Dataset Decoding AI Innovation Patterns
Jiachen Liu, Maestro Harmon, Zechen Zhang
While AI innovation accelerates rapidly, the intellectual process behind breakthroughs -- how researchers identify gaps, synthesize prior work, and generate insights -- remains poo…
: System-2 Fine-tuning for Robust Integration of New Knowledge
Core Francisco Park, Zechen Zhang, Hidenori Tanaka
Humans and intelligent animals can internalize new information and accurately internalize their implications to perform downstream tasks. While large language models (LLMs) can ach…
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion
Peiyuan Chen, Zecheng Zhang, Yiping Dong +2
Visual Question Answering (VQA) is a challenging task that requires systems to provide accurate answers to questions based on image content. Current VQA models struggle with comple…
Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT
Dean S. Hazineh, Zechen Zhang, Jeffery Chiu
Foundation models exhibit significant capabilities in decision-making and logical deductions. Nonetheless, a continuing discourse persists regarding their genuine understanding of…