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07/05/2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records
This paper describes PULSAR, our system submission at the ImageClef 2023...
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06/05/2023
PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients' Problems and Data Augmentation with Black-box Large Language Models
Medical progress notes play a crucial role in documenting a patient's ho...
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10/17/2022
Modelling Emotion Dynamics in Song Lyrics with State Space Models
Most previous work in music emotion recognition assumes a single or a fe...
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08/12/2021
Generating Diverse Descriptions from Semantic Graphs
Text generation from semantic graphs is traditionally performed with det...
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10/02/2020
BOSS: Bayesian Optimization over String Spaces
This article develops a Bayesian optimization (BO) method which acts dir...
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03/01/2019
A Unified Neural Architecture for Instrumental Audio Tasks
Within Music Information Retrieval (MIR), prominent tasks -- including p...
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06/26/2018
Graph-to-Sequence Learning using Gated Graph Neural Networks
Many NLP applications can be framed as a graph-to-sequence learning prob...
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06/30/2016
Exploring Prediction Uncertainty in Machine Translation Quality Estimation
Machine Translation Quality Estimation is a notoriously difficult task, ...
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04/18/2016
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization
We address the problem of automatically finding the parameters of a stat...
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08/10/2015