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07/19/2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks
Supervised deep learning-based approaches have been applied to task-orie...
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07/19/2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks
In the last five years, the rise of the self-attentional Transformer-bas...
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07/19/2022
On the Usability of Transformers-based models for a French Question-Answering task
For many tasks, state-of-the-art results have been achieved with Transfo...
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09/14/2021
Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation
We propose to address online speaker diarization as a combination of inc...
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02/26/2021
Evaluate On-the-job Learning Dialogue Systems and a Case Study for Natural Language Understanding
On-the-job learning consists in continuously learning while being used i...
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08/30/2020
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis
This paper describes the participation of LIMSI UPV team in SemEval-2020...
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03/31/2020
A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification
Despite the growing popularity of metric learning approaches, very littl...
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05/30/2019
DiaBLa: A Corpus of Bilingual Spontaneous Written Dialogues for Machine Translation
We present a new English-French test set for the evaluation of Machine T...
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05/10/2019
Survey on Evaluation Methods for Dialogue Systems
In this paper we survey the methods and concepts developed for the evalu...
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11/23/2018