Adrian Benton

Diversity-Aware Batch Active Learning for Dependency Parsing

2021

Tianze Shi, Adrian Benton, Igor Malioutov, Ozan İrsoy. Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2021.

Updated Headline Generation: Creating Updated Summaries for Evolving News Stories

2022 · Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

We propose the task of updated headline generation, in which a system generates a headline for an updated article, considering both the previous article and headline. The system must identify the novel information in the …