Showing cs.CLShow all
3 papers · 1 filter
cs.CL2021
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems
Di Jin, Shuyang Gao, Seokhwan Kim +2
Most prior work on task-oriented dialogue systems is restricted to supporting domain APIs. However, users may have requests that are out of the scope of these APIs. This work focus…
cs.CL2018
Advancing PICO Element Detection in Biomedical Text via Deep Neural Networks
Di Jin, Peter Szolovits
In evidence-based medicine (EBM), defining a clinical question in terms of the specific patient problem aids the physicians to efficiently identify appropriate resources and search…
cs.CL2018
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts
Di Jin, Peter Szolovits
Prevalent models based on artificial neural network (ANN) for sentence classification often classify sentences in isolation without considering the context in which sentences appea…