Search Results for author: Anthony Colas

Found 6 papers, 2 papers with code

DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries

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.

Question Answering Text-To-SQL

GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation

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.

Graph Attention KG-to-Text Generation +2

EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation

no code implementations30 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.

Knowledge Graphs Text Generation

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