65 citations · 316 across the 11 of their papers we have counts for
4 papers · 1 filter
Information Extraction from Scientific Literature for Method Recommendation
Yi Luan
As a research community grows, more and more papers are published each year. As a result there is increasing demand for improved methods for finding relevant papers, automatically…
Monolingual sentence matching for text simplification
Yonghui Huang, Yunhui Li, Yi Luan
This work improves monolingual sentence alignment for text simplification, specifically for text in standard and simple Wikipedia. We introduce a convolutional neural network struc…
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction
Yi Luan, Luheng He, Mari Ostendorf +1
We introduce a multi-task setup of identifying and classifying entities, relations, and coreference clusters in scientific articles. We create SciERC, a dataset that includes annot…
Scientific Relation Extraction with Selectively Incorporated Concept Embeddings
Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi
This paper describes our submission for the SemEval 2018 Task 7 shared task on semantic relation extraction and classification in scientific papers. We extend the end-to-end relati…