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04/10/2023
Uncertainty-Aware Natural Language Inference with Stochastic Weight Averaging
This paper introduces Bayesian uncertainty modeling using Stochastic Wei...
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12/04/2022
Democratizing Machine Translation with OPUS-MT
This paper presents the OPUS ecosystem with a focus on the development o...
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08/19/2020
FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics
Creating open-domain chatbots requires large amounts of conversational d...
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07/22/2020
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models
Character-based Neural Network Language Models (NNLM) have the advantage...
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05/28/2020
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search
In spoken Keyword Search, the query may contain out-of-vocabulary (OOV) ...
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04/08/2020
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation
There are several approaches for improving neural machine translation fo...
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03/06/2020
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning
Data-driven segmentation of words into subword units has been used in va...
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06/10/2019
The University of Helsinki submissions to the WMT19 news translation task
In this paper, we present the University of Helsinki submissions to the ...
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08/31/2018
Cognate-aware morphological segmentation for multilingual neural translation
This article describes the Aalto University entry to the WMT18 News Tran...
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07/13/2017