8 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.CL2021★ 5 cited
An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
Xueqing Liu, Chi Wang
The performance of fine-tuning pre-trained language models largely depends on the hyperparameter configuration. In this paper, we investigate the performance of modern hyperparamet…
cs.LG2014★ 5 cited
Scalable and Robust Construction of Topical Hierarchies
Chi Wang, Xueqing Liu, Yanglei Song +1
Automated generation of high-quality topical hierarchies for a text collection is a dream problem in knowledge engineering with many valuable applications. In this paper a scalable…
cs.LG2013★ 8 cited
KERT: Automatic Extraction and Ranking of Topical Keyphrases from Content-Representative Document Titles
Marina Danilevsky, Chi Wang, Nihit Desai +2
We introduce KERT (Keyphrase Extraction and Ranking by Topic), a framework for topical keyphrase generation and ranking. By shifting from the unigram-centric traditional methods of…