135 citations · 301 across the 21 of their papers we have counts for
6 papers · 1 filter
Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph
Yang Peng, Daisy Zhe Wang
Over the past few years, large knowledge bases have been constructed to store massive amounts of knowledge. However, these knowledge bases are highly incomplete, for example, over…
Knowledge Base Completion using Web-Based Question Answering and Multimodal Fusion
Yang Peng, Daisy Zhe Wang
Over the past few years, large knowledge bases have been constructed to store massive amounts of knowledge. However, these knowledge bases are highly incomplete. To solve this prob…
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
Jayetri Bardhan, Anthony Colas, Kirk Roberts +1
This paper develops the first question answering dataset (DrugEHRQA) containing question-answer pairs from both structured tables and unstructured notes from a publicly available E…
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval
Yifan Wang, Haodi Ma, Daisy Zhe Wang
Many recent approaches of passage retrieval are using dense embeddings generated from deep neural models, called "dense passage retrieval". The state-of-the-art end-to-end dense pa…
Extensible Database Simulator for Fast Prototyping In-Database Algorithms
Yifan Wang, Daisy Zhe Wang
With the rapid increasing of data scale, in-database analytics and learning has become one of the most studied topics in data science community, because of its significance on redu…
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation
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. These tasks require exte…