Modeling bilingual conversational characteristics for neural chat translation

Y Liang, F Meng, Y Chen, J Xu, J Zhou - arXiv preprint arXiv:2107.11164, 2021 - arxiv.org
Neural chat translation aims to translate bilingual conversational text, which has a broad
application in international exchanges and cooperation. Despite the impressive …

Findings of the WMT 2020 shared task on chat translation

MA Farajian, AV Lopes, AFT Martins… - Proceedings of the …, 2020 - aclanthology.org
We report the results of the first edition of the WMT shared task on chat translation. The task
consisted of translating bilingual conversational text, in particular customer support chats for …

Scheduled multi-task learning for neural chat translation

Y Liang, F Meng, J Xu, Y Chen, J Zhou - arXiv preprint arXiv:2205.03766, 2022 - arxiv.org
Neural Chat Translation (NCT) aims to translate conversational text into different languages.
Existing methods mainly focus on modeling the bilingual dialogue characteristics (eg …

Not all contexts are important: The impact of effective context in conversational neural machine translation

B Gain, R Haque, A Ekbal - 2021 International Joint Conference …, 2021 - ieeexplore.ieee.org
Multilingual chat systems are the need of the hour for organizations who render online
conversational services to their customers. This can effectively be facilitated using the robust …

Low resource chat translation: A benchmark for Hindi–English language pair

B Gain, R Appicharla, S Chennabasavaraj… - Proceedings of the …, 2022 - aclanthology.org
Chatbots or conversational systems are used in various sectors such as banking,
healthcare, e-commerce, customer support, etc. These chatbots are mainly available for …

Investigating effectiveness of multi-encoder for conversational neural machine translation

B Gain, R Appicharla, S Chennabasavaraj… - Proceedings of the …, 2022 - aclanthology.org
Multilingual chatbots are the need of the hour for modern business. There is increasing
demand for such systems all over the world. A multilingual chatbot can help to connect …

BJTU-WeChat's Systems for the WMT22 Chat Translation Task

Y Liang, F Meng, J Xu, Y Chen, J Zhou - arXiv preprint arXiv:2211.15009, 2022 - arxiv.org
This paper introduces the joint submission of the Beijing Jiaotong University and WeChat AI
to the WMT'22 chat translation task for English-German. Based on the Transformer, we apply …

Segment-level evaluation of machine translation metrics

N Moghe - 2024 - era.ed.ac.uk
Most metrics evaluating Machine Translation (MT) claim their effectiveness by demonstrating
their ability to distinguish the quality of different MT systems over a large corpus (system …