Publications | Kyle Williams

Our paper on using medical knowledge graphs to improve abstractive summarization of doctor-patient conversations was presented at EMNLP 2022

Tue, 12 Jul 2022 00:00:00 +0000

I have joined the EmpowerMD in Microsoft Healthcare to work on NLP + Healthcare!

Fri, 14 Feb 2020 00:00:00 +0000

I have joined the EmpowerMD within Microsoft Healthcare to work on problems related to NLP + Healthcare. EmpowerMD is a tool that produces clinical notes from doctor-patient conversations.

Paper on Zero Shot Intent Classication using LSTMs accepted for publication at INTERSPEECH 2019!

Sun, 14 Jul 2019 01:00:00 +0000

Our paper on Zero Shot Intern Classification using LSTMs has been accepted for publication at INTERSPEECH 2019. In this paper we propose an LSTM-based encoder that can be used to map user utterances to dialog intents. We show how the LSTM-based method outperforms a DSSM on this task, both for zero shot and few shot intent classification.

Paper on Automatic Task Completion Flows from Web APIs accepted at SIGIR!

Sun, 14 Jul 2019 00:00:00 +0000

Our paper on Automatic Tasks Completion Flows from Web APIs was accepted as a short paper at SIGIR 2019. This paper, co-authored with Seyyed Hadi Hashemi and Imed Zitouni proposed a method for automatically creating task completion flows by chaining together Web APIs. Given a user query, it automatically constructs a flow by chaining together APIs and allowing data to flow from one API to the next. The order in which the APIs are chained is learned by a machine learning model, which generates a set of plans and then scores them by the likelihood of them leading to user satisfaction.