Bingquan Liu

VRCA: a clustering algorithm for massive amount of texts

2015 · International Conference on Artificial Intelligence

There are lots of texts appearing in the web every day. This fact enables the amount of texts in the web to explode. Therefore, how to deal with large-scale text collection becomes more and more …

Pre-training Language Models with Deterministic Factual Knowledge

2022 · arXiv (Cornell University)

Previous works show that Pre-trained Language Models (PLMs) can capture factual knowledge. However, some analyses reveal that PLMs fail to perform it robustly, e.g., being sensitive to the changes of prompts when extracting factual knowledge. …