19 citations · 28 across the 17 of their papers we have counts for
4 papers · 1 filter
When Do Decompositions Help for Machine Reading?
Kangda Wei, Dawn Lawrie, Benjamin Van Durme +2
Answering complex questions often requires multi-step reasoning in order to obtain the final answer. Most research into decompositions of complex questions involves open-domain sys…
On Event Individuation for Document-Level Information Extraction
William Gantt, Reno Kriz, Yunmo Chen +2
As information extraction (IE) systems have grown more adept at processing whole documents, the classic task of template filling has seen renewed interest as benchmark for document…
An Empirical Study on Finding Spans
Weiwei Gu, Boyuan Zheng, Yunmo Chen +2
We present an empirical study on methods for span finding, the selection of consecutive tokens in text for some downstream tasks. We focus on approaches that can be employed in tra…
Asking the Right Questions in Low Resource Template Extraction
Nils Holzenberger, Yunmo Chen, Benjamin Van Durme
Information Extraction (IE) researchers are mapping tasks to Question Answering (QA) in order to leverage existing large QA resources, and thereby improve data efficiency. Especial…