Ансамбль моделей

method ID: modelensemble

Related Papers

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Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractWe propose a novel and simple method for semi-supervised text classification. The method stems from the hypothesis that a classifier with pretrained word embeddings always outperforms the same classifier with …...

9168

DM_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThis paper describes DM-NLP’s system for toponym resolution task at Semeval 2019. Our system was developed for toponym detection, disambiguation and end-to-end resolution which is a pipeline of the former …...

25639

Tencent AI Lab Machine Translation Systems for the WMT20 Biomedical Translation Task

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThis paper describes the Tencent AI Lab submission of the WMT2020 shared task on biomedical translation in four language directions: German<->English, English<->German, Chinese<->English and English<->Chinese. We implement our system with …...

27551

The NiuTrans System for the WMT20 Quality Estimation Shared Task

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThis paper describes the submissions of the NiuTrans Team to the WMT 2020 Quality Estimation Shared Task. We participated in all tasks and all language pairs. We explored the combination …...

27511

The Volctrans Machine Translation System for WMT20

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractThis paper describes our submission systems for VolcTrans for WMT20 shared news translation task. We participated in 8 translation directions. Our basic systems are based on Transformer (CITATION), into which …...

27648

WeChat Neural Machine Translation Systems for WMT20

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractWe participate in the WMT 2020 shared newstranslation task on Chinese→English. Our system is based on the Transformer (Vaswaniet al., 2017a) with effective variants and the DTMT (Meng and Zhang, …...

27656

ISTIC’s Triangular Machine Translation System for WMT2021

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractThis paper describes the ISTIC’s submission to the Triangular Machine Translation Task of Russian-to-Chinese machine translation for WMT’ 2021. In order to fully utilize the provided corpora and promote the …...

27759

Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractBehavior of deep neural networks can be inconsistent between different versions. Regressions during model update are a common cause of concern that often over-weigh the benefits in accuracy or efficiency …...

8070

Small Model and In-Domain Data Are All You Need

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractI participated in the WMT shared news translation task and focus on one high resource language pair: English and Chinese (two directions, Chinese to English and English to Chinese). The …...

27769

The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

This paper describes the NTNU ASR system participating in the Formosa Speech Recognition Challenge 2020 (FSR-2020) supported by the Formosa Speech in the Wild project (FSW). FSR-2020 aims at fostering …...

7437

The AISP-SJTU Translation System for WMT 2022

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Publication: TIPSTER (2022)

DOI: nan

AbstractThis paper describes AISP-SJTU’s participation in WMT 2022 shared general MT task. In this shared task, we participated in four translation directions: English-Chinese, Chinese-English, English-Japanese and Japanese-English. Our systems are …...

27567

AntContentTech at SemEval-2023 Task 6: Domain-adaptive Pretraining and Auxiliary-task Learning for Understanding Indian Legal Texts

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThe objective of this shared task is to gain an understanding of legal texts, and it is beset with difficulties such as the comprehension of lengthy noisy legal documents, domain …...

24915

BIT’s System for Multilingual Track

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper describes the system we submitted to the IWSLT 2023 multilingual speech translation track, with input being English speech and output being text in 10 target languages. Our system …...

20560

PCJ at SemEval-2023 Task 10: A Ensemble Model Based on Pre-trained Model for Sexism Detection and Classification in English

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper describes the system and the resulting model submitted by our team “PCJ” to the SemEval-2023 Task 10 sub-task A contest. In this task, we need to test the …...

24910

The USTC’s Dialect Speech Translation System for IWSLT 2023

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper presents the USTC system for the IWSLT 2023 Dialectal and Low-resource shared task, which involves translation from Tunisian Arabic to English. We aim to investigate the mutual transfer …...

20592