Zhiyang Teng

Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4

2023 · arXiv (Cornell University)

Harnessing logical reasoning ability is a comprehensive natural language understanding endeavor. With the release of Generative Pretrained Transformer 4 (GPT-4), highlighted as "advanced" at reasoning tasks, we are eager to learn the GPT-4 performance on …

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning

2019 · Transactions of the Association for Computational Linguistics

We focus on graph-to-sequence learning, which can be framed as transducing graph structures to sequences for text generation. To capture structural information associated with graphs, we investigate the problem of encoding graphs using graph convolutional …