One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases

1 code implementation • ACL 2020 • Xingdi Yuan, Tong Wang, Rui Meng, Khushboo Thaker, Peter Brusilovsky, Daqing He, Adam Trischler

With both previous and new evaluation metrics, our model outperforms strong baselines on all datasets.

Keyphrase Generation

Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents

1 code implementation • ACL 2021 • Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He

Faceted summarization provides briefings of a document from different perspectives.

Unsupervised Extractive Summarization

Concept Annotation for Intelligent Textbooks

no code implementations • 22 May 2020 • Mengdi Wang, Hung Chau, Khushboo Thaker, Peter Brusilovsky, Daqing He

The outcomes of our work include a validated knowledge engineering procedure, a code-book for technical concept annotation, and a set of concept annotations for the target textbook, which could be used as gold standard in further research.