Search Results for author: Jitao Xu

Found 13 papers, 5 papers with code

Priming Neural Machine Translation

no code implementations WMT (EMNLP) 2020 Minh Quang Pham, Jitao Xu, Josep Crego, François Yvon, Jean Senellart

Priming is a well known and studied psychology phenomenon based on the prior presentation of one stimulus (cue) to influence the processing of a response.

Decoder Machine Translation +2

Lexical Micro-adaptation for Neural Machine Translation

no code implementations EMNLP (IWSLT) 2019 Jitao Xu, Josep Crego, Jean Senellart

This work is inspired by a typical machine translation industry scenario in which translators make use of in-domain data for facilitating translation of similar or repeating sentences.

Machine Translation NMT +1

BiSync: A Bilingual Editor for Synchronized Monolingual Texts

1 code implementation1 Jun 2023 Josep Crego, Jitao Xu, François Yvon

In our globalized world, a growing number of situations arise where people are required to communicate in one or several foreign languages.

Sentence

A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models

no code implementations2 May 2023 Chenyang Lyu, Zefeng Du, Jitao Xu, Yitao Duan, Minghao Wu, Teresa Lynn, Alham Fikri Aji, Derek F. Wong, Siyou Liu, Longyue Wang

We conclude by emphasizing the critical role of LLMs in guiding the future evolution of MT and offer a roadmap for future exploration in the sector.

Document Translation Machine Translation +2

Bilingual Synchronization: Restoring Translational Relationships with Editing Operations

1 code implementation24 Oct 2022 Jitao Xu, Josep Crego, François Yvon

Machine Translation (MT) is usually viewed as a one-shot process that generates the target language equivalent of some source text from scratch.

Machine Translation Translation +1

Finding and Exploring Promising Search Space for the 0-1 Multidimensional Knapsack Problem

no code implementations8 Oct 2022 Jitao Xu, Hongbo Li, Minghao Yin

It maintains a set of solutions and utilizes the information from the population to extract good partial assignments.

Combinatorial Optimization

Joint Generation of Captions and Subtitles with Dual Decoding

1 code implementation IWSLT (ACL) 2022 Jitao Xu, François Buet, Josep Crego, Elise Bertin-Lemée, François Yvon

As the amount of audio-visual content increases, the need to develop automatic captioning and subtitling solutions to match the expectations of a growing international audience appears as the only viable way to boost throughput and lower the related post-production costs.

One Source, Two Targets: Challenges and Rewards of Dual Decoding

1 code implementation EMNLP 2021 Jitao Xu, François Yvon

Machine translation is generally understood as generating one target text from an input source document.

Machine Translation Translation +1

Can You Traducir This? Machine Translation for Code-Switched Input

no code implementations NAACL (CALCS) 2021 Jitao Xu, François Yvon

Code-Switching (CSW) is a common phenomenon that occurs in multilingual geographic or social contexts, which raises challenging problems for natural language processing tools.

Machine Translation Translation

Boosting Neural Machine Translation with Similar Translations

no code implementations AMTA 2022 Jitao Xu, Josep Crego, Jean Senellart

This paper explores data augmentation methods for training Neural Machine Translation to make use of similar translations, in a comparable way a human translator employs fuzzy matches.

Data Augmentation Machine Translation +2

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