1 code implementation • LREC 2022 • Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang
Our goal is to provide a benchmark dataset for multi-modal QA systems, and to open up new avenues of research in improving question answering over EHR structured data by using context from unstructured clinical data.
no code implementations • COLING 2022 • Anthony Colas, Mehrdad Alvandipour, Daisy Zhe Wang
Recent improvements in KG-to-text generation are due to additional auxiliary pre-training tasks designed to give the fine-tune task a boost in performance.
no code implementations • 30 Oct 2021 • Anthony Colas, Ali Sadeghian, Yue Wang, Daisy Zhe Wang
We also evaluate two types of baseline on EventNarrative: a graph-to-text specific model and two state-of-the-art language models, which previous work has shown to be adaptable to the knowledge graph-to-text domain.
no code implementations • 18 Mar 2021 • Ali Sadeghian, Mohammadreza Armandpour, Anthony Colas, Daisy Zhe Wang
In particular, the task of temporal link prediction.
no code implementations • WS 2020 • Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim
Many users communicate with chatbots and AI assistants in order to help them with various tasks.
2 code implementations • LREC 2020 • Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim
The results indicate that the task is challenging and call for the investigation of new algorithms.