CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with
Application to Formality

CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality

9 May 2022

Marcello Federico

Papers citing "CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality"

17 / 17 papers shown

Title
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu B. Li Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 97 0 0 09 Mar 2025
On Instruction-Finetuning Neural Machine Translation Models Vikas Raunak Roman Grundkiewicz Marcin Junczys-Dowmunt 18 1 0 07 Oct 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu Iryna Gurevych Anna Korhonen 33 5 0 06 Jun 2024
FAME-MT Dataset: Formality Awareness Made Easy for Machine Translation Purposes Dawid Wi'sniewski Zofia Rostek Artur Nowakowski 37 0 0 20 May 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 36 2 0 20 Feb 2024
Identifying Context-Dependent Translations for Evaluation Set Production R. Wicks Matt Post 26 11 0 04 Nov 2023
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models? Danni Liu Jan Niehues 11 3 0 15 Sep 2023
Data-Driven Approach for Formality-Sensitive Machine Translation: Language-Specific Handling and Synthetic Data Generation Seugnjun Lee Hyeonseok Moon Chanjun Park Heu-Jeoung Lim 6 0 0 26 Jun 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 35 9 0 26 May 2023
MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation S. Vincent R. Flynn Carolina Scarton 16 4 0 25 May 2023
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages Asim Ersoy Gerson Vizcarra T. Mayeesha Benjamin Muller 19 2 0 23 Feb 2023
MT-GenEval: A Counterfactual and Contextual Dataset for Evaluating Gender Accuracy in Machine Translation Anna Currey Maria Nadejde R. Pappagari Mia C. Mayer Stanislas Lauly Xing Niu B. Hsu Georgiana Dinu 6 31 0 02 Nov 2022
Sockeye 3: Fast Neural Machine Translation with PyTorch F. Hieber Michael J. Denkowski Tobias Domhan Barbara Darques Barros Celina Dong Ye ... Maria Nadejde Surafel Melaku Lakew Prashant Mathur Anna Currey Marcello Federico OSLM 24 10 0 12 Jul 2022
Controlling Translation Formality Using Pre-trained Multilingual Language Models Elijah Matthew Rippeth Sweta Agrawal Marine Carpuat AI4CE 42 15 0 13 May 2022
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022 S. Vincent Loïc Barrault Carolina Scarton 14 6 0 12 May 2022
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 199 1,652 0 16 Mar 2020
JParaCrawl: A Large Scale Web-Based English-Japanese Parallel Corpus Makoto Morishita Jun Suzuki Masaaki Nagata LRM 30 64 0 25 Nov 2019