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SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation
XutaiMa, JuanPino, PhilippKoehn....
Published date-11/03/2020
Simultaneous text translation and end-to-end speech translation have recently made great progress but little work has combined these tasks together. We investigate how to adapt simultaneous text translation methods such …
Conditioned Text Generation with Transfer for Closed-Domain Dialogue Systems
StéphanedAscoli, AliceCoucke, FrancescoCaltagirone....
Published date-11/03/2020
DataAugmentation, LanguageModelling, Task-OrientedDialogueSystems, TextGeneration
Scarcity of training data for task-oriented dialogue systems is a well known problem that is usually tackled with costly and time-consuming manual data annotation. An alternative solution is to rely …
Towards a Universal Gating Network for Mixtures of Experts
ChenWenKang, ChuaMengHong, TomasMaul....
Published date-11/03/2020
The combination and aggregation of knowledge from multiple neural networks can be commonly seen in the form of mixtures of experts. However, such combinations are usually done using networks trained …
Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation
A.SáPinto, I.Domingues, M.E.P.Davies....
Published date-11/03/2020
In this late-breaking abstract we propose a modified approach for beat tracking evaluation which poses the problem in terms of the effort required to transform a sequence of beat detections …
The Gap on GAP: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets
VidKocijan, Oana-MariaCamburu, ThomasLukasiewicz....
Published date-11/03/2020
CoreferenceResolution
Diagnostic datasets that can detect biased models are an important prerequisite for bias reduction within natural language processing. However, undesired patterns in the collected data can make such tests incorrect. …
BioNerFlair: biomedical named entity recognition using flair embedding and sequence tagger
HarshPatel....
Published date-11/03/2020
InformationRetrieval, NamedEntityRecognition
Motivation: The proliferation of Biomedical research articles has made the task of information retrieval more important than ever. Scientists and Researchers are having difficulty in finding articles that contain information …