Bilingual Corpus Mining and Multistage Fine-tuning for Improving Machine Translation of Lecture Transcripts

Author:

Song Haiyue12,Dabre Raj1,Chu Chenhui2,Fujita Atsushi1,Kurohashi Sadao23

Affiliation:

1. National Institute of Information and Communications Technology

2. Kyoto University

3. National Institute of Informatics

Publisher

Information Processing Society of Japan

Reference50 articles.

1. [1] Abdelali, A., Guzman, F., Sajjad, H. and Vogel, S.: The AMARA Corpus: Building Parallel Language Resources for the Educational Domain, Proc. 9th International Conference on Language Resources and Evaluation (LREC), pp.1856-1862 (2004) (online), available from <http://www.lrec-conf.org/proceedings/lrec2014/pdf/877_Paper.pdf>.

2. [2] Bahdanau, D., Cho, K. and Bengio, Y.: Neural Machine Translation by Jointly Learning to Align and Translate, Proc. 3rd International Conference on Learning Representations (ICLR) (2015) (online), available from <http://arxiv.org/abs/1409.0473>.

3. [3] Bengio, Y., Louradour, J., Collobert, R. and Weston, J.: Curriculum Learning, Proc. 26th Annual International Conference on Machine Learning, pp.41-48, ACM (2009).

4. [4] Bouamor, H. and Sajjad, H.: H2@BUCC18: Parallel Sentence Extraction from Comparable Corpora Using Multilingual Sentence Embeddings, Proc. 11th Workshop on Building and Using Comparable Corpora, pp.43-47, European Language Resources Association (2018) (online), available from <http://lrec-conf.org/workshops/lrec2018/W8/pdf/8_W8.pdf>.

5. [5] Cettolo, M., Girardi, C. and Federico, M.: Wit3: Web Inventory of Transcribed and Translated Talks, Proc. 16th Conference of European Association for Machine Translation, pp.261-268, European Association for Machine Translation (2012) (online), available from <http://www.mt-archive.info/EAMT-2012-Cettolo.pdf>.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3