|
| Front matter | pages | |
| Research Papers | ||
| Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric into a Document-Level Metric Giorgos Vernikos, Brian Thompson, Prashant Mathur and Marcello Federico [pdf] [bib] |
pp. 118‑128 | |
| Searching for a Higher Power in the Human Evaluation of MT Johnny Wei, Tom Kocmi and Christian Federmann [pdf] [bib] |
pp. 129‑139 | |
| Test Set Sampling Affects System Rankings: Expanded Human Evaluation of WMT20 English-Inuktitut Systems Rebecca Knowles and Chi-kiu Lo [pdf] [bib] |
pp. 140‑153 | |
| Continuous Rating as Reliable Human Evaluation of Simultaneous Speech Translation Dávid Javorský, Dominik Macháček and Ondřej Bojar [pdf] [bib] |
pp. 154‑164 | |
| Gender Bias Mitigation for NMT Involving Genderless Languages Ander Corral and Xabier Saralegi [pdf] [bib] |
pp. 165‑176 | |
| Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation Sweta Agrawal, Julia Kreutzer and Colin Cherry [pdf] [bib] |
pp. 177‑187 | |
| Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu and Jan Niehues [pdf] [bib] |
pp. 188‑202 | |
| Don’t Discard Fixed-Window Audio Segmentation in Speech-to-Text Translation Chantal Amrhein and Barry Haddow [pdf] [bib] |
pp. 203‑219 | |
| Additive Interventions Yield Robust Multi-Domain Machine Translation Models Elijah Rippeth and Matt Post [pdf] [bib] |
pp. 220‑232 | |
| Focused Concatenation for Context-Aware Neural Machine Translation Lorenzo Lupo, Marco Dinarelli and Laurent Besacier [pdf] [bib] |
pp. 830‑842 | |
| Does Sentence Segmentation Matter for Machine Translation? Rachel Wicks and Matt Post [pdf] [bib] |
pp. 843‑854 | |
| Revisiting Locality Sensitive Hashing for Vocabulary Selection in Fast Neural Machine Translation Hieu Hoang, Marcin Junczys-Dowmunt, Roman Grundkiewicz and Huda Khayrallah [pdf] [bib] |
pp. 855‑869 | |
| Too Brittle to Touch: Comparing the Stability of Quantization and Distillation towards Developing Low-Resource MT Models Harshita Diddee, Sandipan Dandapat, Monojit Choudhury, Tanuja Ganu and Kalika Bali [pdf] [bib] |
pp. 870‑885 | |
| Data Augmentation for Inline Tag-Aware Neural Machine Translation Yonghyun Ryu, Yoonjung Choi and Sangha Kim [pdf] [bib] |
pp. 886‑894 | |
| Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation Tsz Kin Lam, Eva Hasler and Felix Hieber [pdf] [bib] |
pp. 295‑309 | |
| Can Domains Be Transferred across Languages in Multi-Domain Multilingual Neural Machine Translation? Thuy-Trang Vu, Shahram Khadivi, Xuanli He, Dinh Phung and Gholamreza Haffari [pdf] [bib] |
pp. 381‑396 | |
| Shared Task Overview Papers | ||
| Findings of the 2022 Conference on Machine Translation (WMT22) Tom Kocmi, Rachel Bawden, Ondřej Bojar, Anton Dvorkovich, Christian Federmann, Mark Fishel, Thamme Gowda, Yvette Graham, Roman Grundkiewicz, Barry Haddow, Rebecca Knowles, Philipp Koehn, Christof Monz, Makoto Morishita, Masaaki Nagata, Toshiaki Nakazawa, Michal Novák, Martin Popel, Maja Popović and Mariya Shmatova [pdf] [bib] |
pp. 1‑45 | |
| Results of WMT22 Metrics Shared Task: Stop Using BLEU – Neural Metrics Are Better and More Robust Markus Freitag, Ricardo Rei, Nitika Mathur, Chi-kiu Lo, Craig Stewart, Eleftherios Avramidis, Tom Kocmi, George Foster, Alon Lavie and André F. T. Martins [pdf] [bib] |
pp. 46‑68 | |
| Findings of the WMT 2022 Shared Task on Quality Estimation Chrysoula Zerva, Frédéric Blain, Ricardo Rei, Piyawat Lertvittayakumjorn, José G. C. de Souza, Steffen Eger, Diptesh Kanojia, Duarte Alves, Constantin Orăsan, Marina Fomicheva, André F. T. Martins and Lucia Specia [pdf] [bib] |
pp. 69‑99 | |
| Findings of the WMT 2022 Shared Task on Efficient Translation Kenneth Heafield, Biao Zhang, Graeme Nail, Jelmer van der Linde and Nikolay Bogoychev [pdf] [bib] [software] |
pp. 100‑108 | |
| Findings of the WMT 2022 Shared Task on Automatic Post-Editing Pushpak Bhattacharyya, Rajen Chatterjee, Markus Freitag, Diptesh Kanojia, Matteo Negri and Marco Turchi [pdf] [bib] |
pp. 109‑117 | |
| Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports Mariana Neves, Antonio Jimeno Yepes, Amy Siu, Roland Roller, Philippe Thomas, Maika Vicente Navarro, Lana Yeganova, Dina Wiemann, Giorgio Maria Di Nunzio, Federica Vezzani, Christel Gerardin, Rachel Bawden, Darryl Johan Estrada, Salvador Lima-Lopez, Eulalia Farre-Maduel, Martin Krallinger, Cristian Grozea and Aurelie Neveol [pdf] [bib] |
pp. 694‑723 | |
| Findings of the WMT 2022 Shared Task on Chat Translation Ana C Farinha, M. Amin Farajian, Marianna Buchicchio, Patrick Fernandes, José G. C. de Souza, Helena Moniz and André F. T. Martins [pdf] [bib] |
pp. 724‑743 | |
| Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) Mathias Müller, Sarah Ebling, Eleftherios Avramidis, Alessia Battisti, Michèle Berger, Richard Bowden, Annelies Braffort, Necati Cihan Camgöz, Cristina España-Bonet, Roman Grundkiewicz, Zifan Jiang, Oscar Koller, Amit Moryossef, Regula Perrollaz, Sabine Reinhard, Annette Rios, Dimitar Shterionov, Sandra Sidler-Miserez, Katja Tissi and Davy Van Landuyt [pdf] [bib] |
pp. 744‑772 | |
| Findings of the WMT’22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages David Adelani, Md Mahfuz Ibn Alam, Antonios Anastasopoulos, Akshita Bhagia, Marta R. Costa-jussà, Jesse Dodge, Fahim Faisal, Christian Federmann, Natalia Fedorova, Francisco Guzmán, Sergey Koshelev, Jean Maillard, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk and Guillaume Wenzek [pdf] [bib] |
pp. 773‑800 | |
| Findings of the WMT 2022 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT Marion Weller-Di Marco and Alexander Fraser [pdf] [bib] |
pp. 801‑805 | |
| Overview and Results of MixMT Shared-Task at WMT 2022 Vivek Srivastava and Mayank Singh [pdf] [bib] |
pp. 806‑811 | |
| Findings of the Word-Level AutoCompletion Shared Task in WMT 2022 Francisco Casacuberta, George Foster, Guoping Huang, Philipp Koehn, Geza Kovacs, Lemao Liu, Shuming Shi, Taro Watanabe and Chengqing Zong [pdf] [bib] |
pp. 812‑820 | |
| Findings of the WMT 2022 Shared Task on Translation Suggestion Zhen Yang, Fandong Meng, Yingxue Zhang, Ernan Li and Jie Zhou [pdf] [bib] |
pp. 821‑829 | |
| General Translation Task Papers | ||
| Inria-ALMAnaCH at WMT 2022: Does Transcription Help Cross-Script Machine Translation? Jesujoba Alabi, Lydia Nishimwe, Benjamin Muller, Camille Rey, Benoît Sagot and Rachel Bawden [pdf] [bib] |
pp. 233‑243 | |
| NAIST-NICT-TIT WMT22 General MT Task Submission Hiroyuki Deguchi, Kenji Imamura, Masahiro Kaneko, Yuto Nishida, Yusuke Sakai, Justin Vasselli, Huy Hien Vu and Taro Watanabe [pdf] [bib] |
pp. 244‑250 | |
| Samsung R&D Institute Poland Participation in WMT 2022 Adam Dobrowolski, Mateusz Klimaszewski, Adam Myśliwy, Marcin Szymański, Jakub Kowalski, Kornelia Szypuła, Paweł Przewłocki and Paweł Przybysz [pdf] [bib] |
pp. 251‑259 | |
| Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task Zhiwei He, Xing Wang, Zhaopeng Tu, Shuming Shi and Rui Wang [pdf] [bib] |
pp. 260‑267 | |
| Lan-Bridge MT’s Participation in the WMT 2022 General Translation Shared Task Bing Han, Yangjian Wu, Gang Hu and Qiulin Chen [pdf] [bib] |
pp. 268‑274 | |
| Manifold’s English-Chinese System at WMT22 General MT Task Chang Jin, Tingxun Shi, Zhengshan Xue and Xiaodong Lin [pdf] [bib] |
pp. 275‑279 | |
| CUNI-Bergamot Submission at WMT22 General Translation Task Josef Jon, Martin Popel and Ondřej Bojar [pdf] [bib] |
pp. 280‑289 | |
| KYB General Machine Translation Systems for WMT22 Shivam Kalkar, Yoko Matsuzaki and Ben LI [pdf] [bib] |
pp. 290‑294 | |
| The AISP-SJTU Translation System for WMT 2022 Guangfeng Liu, Qinpei Zhu, Xingyu Chen, Renjie Feng, Jianxin Ren, Renshou Wu, Qingliang Miao, Rui Wang and Kai Yu [pdf] [bib] |
pp. 310‑317 | |
| NT5 at WMT 2022 General Translation Task Makoto Morishita, Keito Kudo, Yui Oka, Katsuki Chousa, Shun Kiyono, Sho Takase and Jun Suzuki [pdf] [bib] |
pp. 318‑325 | |
| Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation Artur Nowakowski, Gabriela Pałka, Kamil Guttmann and Mikołaj Pokrywka [pdf] [bib] |
pp. 326‑334 | |
| Evaluating Corpus Cleanup Methods in the WMT’22 News Translation Task Marilena Malli and George Tambouratzis [pdf] [bib] |
pp. 335‑341 | |
| PROMT Systems for WMT22 General Translation Task Alexander Molchanov, Vladislav Kovalenko and Natalia Makhamalkina [pdf] [bib] |
pp. 342‑345 | |
| eTranslation’s Submissions to the WMT22 General Machine Translation Task Csaba Oravecz, Katina Bontcheva, David Kolovratnìk, Bogomil Kovachev and Christopher Scott [pdf] [bib] |
pp. 346‑351 | |
| CUNI Systems for the WMT 22 Czech-Ukrainian Translation Task Martin Popel, Jindřich Libovický and Jindřich Helcl [pdf] [bib] |
pp. 352‑357 | |
| The ARC-NKUA Submission for the English-Ukrainian General Machine Translation Shared Task at WMT22 Dimitrios Roussis and Vassilis Papavassiliou [pdf] [bib] |
pp. 358‑365 | |
| The NiuTrans Machine Translation Systems for WMT22 Weiqiao Shan, Zhiquan Cao, Yuchen Han, Siming Wu, Yimin Hu, jie wang, Yi Zhang, Hou Baoyu, Hang Cao, Chenghao Gao, Xiaowen Liu, Tong Xiao, Anxiang Ma and Jingbo Zhu [pdf] [bib] |
pp. 366‑374 | |
| Teaching Unseen Low-resource Languages to Large Translation Models Maali Tars, Taido Purason and Andre Tättar [pdf] [bib] |
pp. 375‑380 | |
| DUTNLP Machine Translation System for WMT22 General MT Task Ting Wang, Huan Liu, Junpeng Liu and Degen Huang [pdf] [bib] |
pp. 397‑402 | |
| HW-TSC’s Submissions to the WMT 2022 General Machine Translation Shared Task Daimeng Wei, Zhiqiang Rao, Zhanglin Wu, Shaojun Li, Yuanchang Luo, Yuhao Xie, Xiaoyu Chen, Hengchao Shang, Zongyao Li, Zhengzhe Yu, Jinlong Yang, Miaomiao Ma, Lizhi Lei, Hao Yang and Ying Qin [pdf] [bib] |
pp. 403‑410 | |
| Vega-MT: The JD Explore Academy Machine Translation System for WMT22 Changtong Zan, keqin Peng, Liang Ding, Baopu Qiu, Boan Liu, Shwai He, Qingyu Lu, Zheng Zhang, Chuang Liu, Weifeng Liu, Yibing Zhan and Dacheng Tao [pdf] [bib] |
pp. 411‑422 | |
| No Domain Left behind Hui Zeng [pdf] [bib] |
pp. 423‑427 | |
| GTCOM Neural Machine Translation Systems for WMT22 Hao Zong and Chao Bei [pdf] [bib] |
pp. 428‑431 | |
| Test Suites Papers | ||
| Linguistically Motivated Evaluation of the 2022 State-of-the-art Machine Translation Systems for Three Language Directions Vivien Macketanz, Shushen Manakhimova, Eleftherios Avramidis, Ekaterina Lapshinova-Koltunski, Sergei Bagdasarov and Sebastian Möller [pdf] [bib] |
pp. 432‑449 | |
| Automated Evaluation Metric for Terminology Consistency in MT Kirill Semenov and Ondřej Bojar [pdf] [bib] |
pp. 450‑457 | |
| Test Suite Evaluation: Morphological Challenges and Pronoun Translation Marion Weller-Di Marco and Alexander Fraser [pdf] [bib] |
pp. 458‑468 | |
| Metrics Task Papers | ||
| Robust MT Evaluation with Sentence-level Multilingual Augmentation Duarte Alves, Ricardo Rei, Ana C Farinha, José G. C. de Souza and André F. T. Martins [pdf] [bib] [software] |
pp. 469‑478 | |
| ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics Chantal Amrhein, Nikita Moghe and Liane Guillou [pdf] [bib] |
pp. 479‑513 | |
| Linguistically Motivated Evaluation of Machine Translation Metrics Based on a Challenge Set Eleftherios Avramidis and Vivien Macketanz [pdf] [bib] |
pp. 514‑529 | |
| Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task Xiaoyu Chen, Daimeng Wei, Hengchao Shang, Zongyao Li, Zhanglin Wu, Zhengzhe Yu, Ting Zhu, Mengli Zhu, Ning Xie, Lizhi Lei, Shimin Tao, Hao Yang and Ying Qin [pdf] [bib] |
pp. 530‑540 | |
| MS-COMET: More and Better Human Judgements Improve Metric Performance Tom Kocmi, Hitokazu Matsushita and Christian Federmann [pdf] [bib] |
pp. 541‑548 | |
| Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task Yilun Liu, Xiaosong Qiao, Zhanglin Wu, Su Chang, Min Zhang, Yanqing Zhao, Song Peng, shimin tao, Hao Yang, Ying Qin, Jiaxin Guo, Minghan Wang, Yinglu Li, Peng Li and Xiaofeng Zhao [pdf] [bib] |
pp. 549‑557 | |
| Unsupervised Embedding-based Metric for MT Evaluation with Improved Human Correlation Ananya Mukherjee and Manish Shrivastava [pdf] [bib] |
pp. 558‑563 | |
| REUSE: REference-free UnSupervised Quality Estimation Metric Ananya Mukherjee and Manish Shrivastava [pdf] [bib] |
pp. 564‑568 | |
| MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Niccolò Campolungo and Roberto Navigli [pdf] [bib] |
pp. 569‑577 | |
| COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task Ricardo Rei, José G. C. de Souza, Duarte Alves, Chrysoula Zerva, Ana C Farinha, Taisiya Glushkova, Alon Lavie, Luisa Coheur and André F. T. Martins [pdf] [bib] |
pp. 578‑585 | |
| Alibaba-Translate China’s Submission for WMT2022 Metrics Shared Task Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei and Jun Xie [pdf] [bib] |
pp. 586‑592 | |
| Quality Estimation Task Papers | ||
| Quality Estimation via Backtranslation at the WMT 2022 Quality Estimation Task Sweta Agrawal, Nikita Mehandru, Niloufar Salehi and Marine Carpuat [pdf] [bib] |
pp. 593‑596 | |
| Alibaba-Translate China’s Submission for WMT 2022 Quality Estimation Shared Task Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong and Jun Xie [pdf] [bib] |
pp. 597‑605 | |
| KU X Upstage’s Submission for the WMT22 Quality Estimation: Critical Error Detection Shared Task Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo and Heuiseok Lim [pdf] [bib] |
pp. 606‑614 | |
| NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task Xiang Geng, Yu Zhang, Shujian Huang, shimin tao, Hao Yang and Jiajun CHEN [pdf] [bib] |
pp. 615‑620 | |
| BJTU-Toshiba’s Submission to WMT22 Quality Estimation Shared Task Hui Huang, Hui Di, Chunyou Li, Hanming Wu, Kazushige Ouchi, Yufeng Chen, Jian Liu and Jinan Xu [pdf] [bib] |
pp. 621‑626 | |
| Papago’s Submission to the WMT22 Quality Estimation Shared Task Seunghyun Lim and Jeonghyeok Park [pdf] [bib] |
pp. 627‑633 | |
| CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task Ricardo Rei, Marcos Treviso, Nuno M. Guerreiro, Chrysoula Zerva, Ana C Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte Alves, Luisa Coheur, Alon Lavie and André F. T. Martins [pdf] [bib] |
pp. 634‑645 | |
| CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task shimin tao, Su Chang, Ma Miaomiao, Hao Yang, Xiang Geng, Shujian Huang, Min Zhang, Jiaxin Guo, Minghan Wang and Yinglu Li [pdf] [bib] |
pp. 646‑652 | |
| Welocalize-ARC/NKUA’s Submission to the WMT 2022 Quality Estimation Shared Task Eirini Zafeiridou and Sokratis Sofianopoulos [pdf] [bib] |
pp. 653‑660 | |
| Efficient Translation Task Papers | ||
| Edinburgh’s Submission to the WMT 2022 Efficiency Task Nikolay Bogoychev, Maximiliana Behnke, Jelmer van der Linde, Graeme Nail, Kenneth Heafield, Biao Zhang and Sidharth Kashyap [pdf] [bib] |
pp. 661‑667 | |
| CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task Jindřich Helcl [pdf] [bib] |
pp. 668‑670 | |
| The RoyalFlush System for the WMT 2022 Efficiency Task Bo Qin, Aixin Jia, Qiang Wang, Jianning Lu, Shuqin Pan, Haibo Wang and Ming Chen [pdf] [bib] |
pp. 671‑676 | |
| HW-TSC’s Submission for the WMT22 Efficiency Task Hengchao Shang, Ting Hu, Daimeng Wei, Zongyao Li, Xianzhi Yu, Jianfei Feng, Ting Zhu, Lizhi Lei, Shimin Tao, Hao Yang, Ying Qin, Jinlong Yang, Zhiqiang Rao and Zhengzhe Yu [pdf] [bib] |
pp. 677‑681 | |
| Automatic Post-Editing Task Papers | ||
| IIT Bombay’s WMT22 Automatic Post-Editing Shared Task Submission Sourabh Deoghare and Pushpak Bhattacharyya [pdf] [bib] |
pp. 682‑688 | |
| LUL’s WMT22 Automatic Post-Editing Shared Task Submission Xiaoying Huang, Xingrui Lou, Fan Zhang and Tu Mei [pdf] [bib] |
pp. 689‑693 | |
| Biomedical Translation Task Papers | ||
| The SPECTRANS System Description for the WMT22 Biomedical Task Nicolas Ballier, Jean-Baptiste Yunès, Guillaume Wisniewski, Lichao Zhu and Maria Zimina [pdf] [bib] |
pp. 895‑900 | |
| SRT’s Neural Machine Translation System for WMT22 Biomedical Translation Task Yoonjung Choi, jiho shin, Yonghyun Ryu and Sangha Kim [pdf] [bib] |
pp. 901‑907 | |
| Examining Large Pre-Trained Language Models for Machine Translation: What You Don’t Know about It Lifeng Han, Gleb Erofeev, Irina Sorokina, Serge Gladkoff and Goran Nenadic [pdf] [bib] |
pp. 908‑919 | |
| Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task Ernan Li, Fandong Meng and Jie Zhou [pdf] [bib] |
pp. 920‑924 | |
| Optum’s Submission to WMT22 Biomedical Translation Tasks Sahil Manchanda and Saurabh Bhagwat [pdf] [bib] |
pp. 925‑929 | |
| Huawei BabelTar NMT at WMT22 Biomedical Translation Task: How We Further Improve Domain-specific NMT Weixuan Wang, Xupeng Meng, Suqing Yan, Ye TIAN and Wei Peng [pdf] [bib] |
pp. 930‑935 | |
| HW-TSC Translation Systems for the WMT22 Biomedical Translation Task Zhanglin Wu, Jinlong Yang, Zhiqiang Rao, Zhengzhe Yu, Daimeng Wei, Xiaoyu Chen, Zongyao Li, Hengchao Shang, Shaojun Li, Ming Zhu, Yuanchang Luo, Yuhao Xie, Miaomiao Ma, Ting Zhu, Lizhi Lei, Song Peng, Hao Yang and Ying Qin [pdf] [bib] |
pp. 936‑942 | |
| Chat Translation Task Papers | ||
| Unbabel-IST at the WMT Chat Translation Shared Task João Alves, Pedro Henrique Martins, José G. C. de Souza, M. Amin Farajian and André F. T. Martins [pdf] [bib] |
pp. 943‑948 | |
| Investigating Effectiveness of Multi-Encoder for Conversational Neural Machine Translation Baban Gain, Ramakrishna Appicharla, Soumya Chennabasavaraj, Nikesh Garera, Asif Ekbal and Muthusamy Chelliah [pdf] [bib] |
pp. 949‑954 | |
| BJTU-WeChat’s Systems for the WMT22 Chat Translation Task Yunlong Liang, Fandong Meng, Jinan Xu, Yufeng Chen and Jie Zhou [pdf] [bib] |
pp. 955‑961 | |
| HW-TSC Translation Systems for the WMT22 Chat Translation Task Jinlong Yang, Zongyao Li, Daimeng Wei, Hengchao Shang, Xiaoyu Chen, Zhengzhe Yu, Zhiqiang Rao, Shaojun Li, Zhanglin Wu, Yuhao Xie, YUanchang Luo, Ting Zhu, Yanqing Zhao, Lizhi Lei, Hao Yang and Ying Qin [pdf] [bib] |
pp. 962‑968 | |
| Sign Language Translation Task Papers | ||
| Clean Text and Full-Body Transformer: Microsoft’s Submission to the WMT22 Shared Task on Sign Language Translation Subhadeep Dey, Abhilash Pal, Cyrine Chaabani and Oscar Koller [pdf] [bib] |
pp. 969‑976 | |
| Spatio-temporal Sign Language Representation and Translation Yasser HAMIDULLAH, Josef van Genabith and Cristina España-Bonet [pdf] [bib] |
pp. 977‑982 | |
| Experimental Machine Translation of the Swiss German Sign Language via 3D Augmentation of Body Keypoints Lorenz Hufe and Eleftherios Avramidis [pdf] [bib] |
pp. 983‑988 | |
| TTIC’s WMT-SLT 22 Sign Language Translation System Bowen Shi, Diane Brentari, Gregory Shakhnarovich and Karen Livescu [pdf] [bib] |
pp. 989‑993 | |
| Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 Laia Tarres, Gerard I. Gállego, Xavier Giro-i-Nieto and Jordi Torres [pdf] [bib] |
pp. 994‑1000 | |
| Africant Language Translation Task Papers | ||
| Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin, Michael Beukman, Jesujoba Alabi, Chris Chinenye Emezue, Everlyn Chimoto, Tosin Adewumi, Shamsuddeen Muhammad, Mofetoluwa Adeyemi, Oreen Yousuf, Sahib Singh and Tajuddeen Gwadabe [pdf] [bib] |
pp. 1001‑1014 | |
| Language Adapters for Large-Scale MT: The GMU System for the WMT 2022 Large-Scale Machine Translation Evaluation for African Languages Shared Task Md Mahfuz Ibn Alam and Antonios Anastasopoulos [pdf] [bib] |
pp. 1015‑1033 | |
| Samsung Research Philippines - Datasaur AI’s Submission for the WMT22 Large Scale Multilingual Translation Task Jan Christian Blaise Cruz and Lintang Sutawika [pdf] [bib] |
pp. 1034‑1038 | |
| University of Cape Town’s WMT22 System: Multilingual Machine Translation for Southern African Languages Khalid N. Elmadani, Francois Meyer and Jan Buys [pdf] [bib] |
pp. 1039‑1048 | |
| Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages Wenxiang Jiao, Zhaopeng Tu, Jiarui Li, Wenxuan Wang, Jen-tse Huang and Shuming Shi [pdf] [bib] |
pp. 1049‑1056 | |
| DENTRA: Denoising and Translation Pre-training for Multilingual Machine Translation Samta Kamboj, Sunil Kumar Sahu and Neha Sengupta [pdf] [bib] |
pp. 1057‑1067 | |
| The VolcTrans System for WMT22 Multilingual Machine Translation Task Xian Qian, Kai Hu, Jiaqiang Wang, Yifeng Liu, Xingyuan Pan, Jun Cao and Mingxuan Wang [pdf] [bib] |
pp. 1068‑1075 | |
| WebCrawl African : A Multilingual Parallel Corpora for African Languages Pavanpankaj Vegi, Sivabhavani J, Biswajit Paul, Abhinav Mishra, Prashant Banjare, Prasanna Kumar K R and Chitra Viswanathan [pdf] [bib] |
pp. 1076‑1089 | |
| ANVITA-African: A Multilingual Neural Machine Translation System for African Languages Pavanpankaj Vegi, Sivabhavani J, Biswajit Paul, Prasanna Kumar K R and Chitra Viswanathan [pdf] [bib] |
pp. 1090‑1097 | |
| Unsupervised and Very Low Resource Translation Task Papers | ||
| HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task Shaojun Li, Yuanchang Luo, Daimeng Wei, Zongyao Li, Hengchao Shang, Xiaoyu Chen, Zhanglin Wu, Jinlong Yang, Zhiqiang Rao, Zhengzhe Yu, Yuhao Xie, Lizhi Lei, Hao Yang and Ying Qin [pdf] [bib] |
pp. 1098‑1103 | |
| Unsupervised and Very-Low Resource Supervised Translation on German and Sorbian Variant Languages Rahul Tangsali, Aditya Jagdish Vyawahare, Aditya Vyankatesh Mandke, Onkar Rupesh Litake and Dipali Dattatray Kadam [pdf] [bib] |
pp. 1104‑1110 | |
| MUNI-NLP Systems for Lower Sorbian-German and Lower Sorbian-Upper Sorbian Machine Translation @ WMT22 Edoardo Signoroni and Pavel Rychlý [pdf] [bib] |
pp. 1111‑1116 | |
| The AIC System for the WMT 2022 Unsupervised MT and Very Low Resource Supervised MT Task Ahmad Shapiro, Mahmoud Tarek Salama, Omar Khaled Abdelhakim, Mohamed Essam Fayed, Ayman Khalafallah and Noha Adly [pdf] [bib] |
pp. 1117‑1121 | |
| Code-Mixed Translation Task Papers | ||
| NICT at MixMT 2022: Synthetic Code-Mixed Pre-training and Multi-way Fine-tuning for Hinglish–English Translation Raj Dabre [pdf] [bib] |
pp. 1122‑1125 | |
| Gui at MixMT 2022 : English-Hinglish : An MT Approach for Translation of Code Mixed Data Akshat Gahoi, Jayant Duneja, Anshul Padhi, Shivam Mangale, Saransh Rajput, Tanvi Kamble, Dipti Misra Sharma and Vasudev Varma [pdf] [bib] |
pp. 1126‑1130 | |
| MUCS@MixMT: IndicTrans-based Machine Translation for Hinglish Text Asha Hegde and Shashirekha Hosahalli Lakshmaiah [pdf] [bib] |
pp. 1131‑1135 | |
| SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models Abdul Khan, Hrishikesh Dinkar Kanade, Girish Amar Budhrani, Preet Jhanglani and Jia Xu [pdf] [bib] |
pp. 1136‑1144 | |
| The University of Edinburgh’s Submission to the WMT22 Code-Mixing Shared Task (MixMT) Faheem Kirefu, Vivek Iyer, Pinzhen Chen and Laurie Burchell [pdf] [bib] |
pp. 1145‑1157 | |
| CNLP-NITS-PP at MixMT 2022: Hinglish-English Code-Mixed Machine Translation Sahinur Rahman Laskar, Rahul Singh, Shyambabu Pandey, Riyanka Manna, Partha Pakray and Sivaji Bandyopadhyay [pdf] [bib] |
pp. 1158‑1161 | |
| Domain Curricula for Code-Switched MT at MixMT 2022 Lekan Raheem, Maab Elrashid, Melvin Johnson and Julia Kreutzer [pdf] [bib] |
pp. 1162‑1169 | |
| Word-Level Autocompletion Task Papers | ||
| Lingua Custodia’s Participation at the WMT 2022 Word-Level Auto-completion Shared Task Melissa Ailem, Jingshu Liu, Jean-Gabriel Barthelemy and Raheel Qader [pdf] [bib] |
pp. 1170‑1175 | |
| Translation Word-Level Auto-Completion: What Can We Achieve Out of the Box? Yasmin Moslem, Rejwanul Haque and Andy Way [pdf] [bib] |
pp. 1176‑1181 | |
| PRHLT’s Submission to WLAC 2022 Angel Navarro, Miguel Domingo and Francisco Casacuberta [pdf] [bib] |
pp. 1182‑1186 | |
| IIGROUP Submissions for WMT22 Word-Level AutoCompletion Task Cheng Yang, Siheng Li, Chufan Shi and Yujiu Yang [pdf] [bib] |
pp. 1187‑1191 | |
| HW-TSC’s Submissions to the WMT22 Word-Level Auto Completion Task Hao Yang, Hengchao Shang, Zongyao Li, Daimeng Wei, Xianghui He, Xiaoyu Chen, Zhengzhe Yu, Jiaxin Guo, Jinlong Yang, Shaojun Li, Yuanchang Luo, Yuhao Xie, Lizhi Lei and Ying Qin [pdf] [bib] |
pp. 1192‑1197 | |
| Translation Suggestion Task Papers | ||
| TSMind: Alibaba and Soochow University’s Submission to the WMT22 Translation Suggestion Task Xin Ge, Ke Wang, Jiayi Wang, Nini Xiao, Xiangyu Duan, Yu Zhao and Yuqi Zhang [pdf] [bib] |
pp. 1198‑1204 | |
| Transn’s Submissions to the WMT22 Translation Suggestion Task Mao Hongbao, Zhang Wenbo, Cai Jie and Cheng Jianwei [pdf] [bib] |
pp. 1205‑1210 | |
| Improved Data Augmentation for Translation Suggestion Hongxiao Zhang, Siyu Lai, Songming Zhang, Hui Huang, Yufeng Chen, Jinan Xu and Jian Liu [pdf] [bib] |
pp. 1211‑1216 | |