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EMNLP 2021

1,847 papers

The NiuTrans System for the WMT 2021 Efficiency Task

Chenglong Wang, Chi Hu, Yongyu Mu, Zhongxiang Yan, Siming Wu

HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task

Hengchao Shang, Ting Hu, Daimeng Wei, Zongyao Li, Jianfei Feng

Efficient Machine Translation with Model Pruning and Quantization

Maximiliana Behnke, Nikolay Bogoychev, Alham Fikri Aji, Kenneth Heafield, Graeme Nail

Findings of the WMT 2021 Shared Task on Quality Estimation

Lucia Specia, Frédéric Blain, Marina Fomicheva, Chrysoula Zerva, Zhenhao Li

Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set

Lana Yeganova, Dina Wiemann, Mariana Neves, Federica Vezzani, Amy Siu

Findings of the WMT Shared Task on Machine Translation Using Terminologies

Md Mahfuz Ibn Alam, Ivana Kvapilíková, Antonios Anastasopoulos, Laurent Besacier, Georgiana Dinu

Findings of the WMT 2021 Shared Task on Efficient Translation

Kenneth Heafield, Qianqian Zhu, Roman Grundkiewicz

Pushing the Right Buttons: Adversarial Evaluation of Quality Estimation

Diptesh Kanojia, Marina Fomicheva, Tharindu Ranasinghe, Frédéric Blain, Constantin Orasan

Improving Machine Translation of Rare and Unseen Word Senses

Viktor Hangya, Qianchu Liu, Dario Stojanovski, Alexander Fraser, Anna Korhonen

Translation Transformers Rediscover Inherent Data Domains

Maksym Del, Elizaveta Korotkova, Mark Fishel

DELA Corpus - A Document-Level Corpus Annotated with Context-Related Issues

Sheila Castilho, João Lucas Cavalheiro Camargo, Miguel Menezes, Andy Way

Evaluating Multiway Multilingual NMT in the Turkic Languages

Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Bekhzodbek Moydinboyev

A Fine-Grained Analysis of BERTScore

Michael Hanna, Ondřej Bojar

Just Ask! Evaluating Machine Translation by Asking and Answering Questions

Mateusz Krubiński, Erfan Ghadery, Marie-Francine Moens, Pavel Pecina

To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation

Tom Kocmi, Christian Federmann, Roman Grundkiewicz, Marcin Junczys-Dowmunt, Hitokazu Matsushita

HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task

Zhengzhe Yu, Daimeng Wei, Zongyao Li, Hengchao Shang, Xiaoyu Chen

Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task

Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong

TenTrans Large-Scale Multilingual Machine Translation System for WMT21

Wanying Xie, Bojie Hu, Han Yang, Dong Yu, Qi Ju

Back-translation for Large-Scale Multilingual Machine Translation

Baohao Liao, Shahram Khadivi, Sanjika Hewavitharana

MMTAfrica: Multilingual Machine Translation for African Languages

Chris Chinenye Emezue, Bonaventure F. P. Dossou

To Optimize, or Not to Optimize, That Is the Question: TelU-KU Models for WMT21 Large-Scale Multilingual Machine Translation

Sari Dewi Budiwati, Tirana Fatyanosa, Mahendra Data, Dedy Rahman Wijaya, Patrick Adolf Telnoni

The University of Maryland, College Park Submission to Large-Scale Multilingual Shared Task at WMT 2021

Saptarashmi Bandyopadhyay, Tasnim Kabir, Zizhen Lian, Marine Carpuat

EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT

Svetlana Tchistiakova, Jesujoba Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter

Transfer Learning with Shallow Decoders: BSC at WMT2021’s Multilingual Low-Resource Translation for Indo-European Languages Shared Task

Ksenia Kharitonova, Ona de Gibert Bonet, Jordi Armengol-Estapé, Mar Rodriguez i Alvarez, Maite Melero

CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task

Josef Jon, Michal Novák, João Paulo Aires, Dušan Variš, Ondřej Bojar

Papago’s Submissions to the WMT21 Triangular Translation Task

Jeonghyeok Park, Hyunjoong Kim, Hyunchang Cho

DUTNLP Machine Translation System for WMT21 Triangular Translation Task

Huan Liu, Junpeng Liu, Kaiyu Huang, Degen Huang

HW-TSC’s Participation in the WMT 2021 Triangular MT Shared Task

Zongyao Li, Daimeng Wei, Hengchao Shang, Xiaoyu Chen, Zhanglin Wu

ISTIC’s Triangular Machine Translation System for WMT2021

Hangcheng Guo, Wenbin Liu, Yanqing He, Tian Lan, Hongjiao Xu

Adapting Neural Machine Translation for Automatic Post-Editing

Abhishek Sharma, Prabhakar Gupta, Anil Nelakanti

Netmarble AI Center’s WMT21 Automatic Post-Editing Shared Task Submission

Shinhyeok Oh, Sion Jang, Hu Xu, Shounan An, Insoo Oh

NITK-UoH: Tamil-Telugu Machine Translation Systems for the WMT21 Similar Language Translation Task

Richard Saldanha, Ananthanarayana V. S, Anand Kumar M, Parameswari Krishnamurthy

Neural Machine Translation for Tamil–Telugu Pair

Sahinur Rahman Laskar, Bishwaraj Paul, Prottay Kumar Adhikary, Partha Pakray, Sivaji Bandyopadhyay

The NiuTrans Machine Translation Systems for WMT21

Shuhan Zhou, Tao Zhou, Binghao Wei, Yingfeng Luo, Yongyu Mu

The Mininglamp Machine Translation System for WMT21

Shiyu Zhao, Xiaopu Li, Minghui Wu, Jie Hao

WeChat Neural Machine Translation Systems for WMT21

Xianfeng Zeng, Yijin Liu, Ernan Li, Qiu Ran, Fandong Meng

LISN @ WMT 2021

Jitao Xu, Minh Quang Pham, Sadaf Abdul Rauf, François Yvon

HW-TSC’s Participation in the WMT 2021 News Translation Shared Task

Daimeng Wei, Zongyao Li, Zhanglin Wu, Zhengzhe Yu, Xiaoyu Chen

Tencent Translation System for the WMT21 News Translation Task

Longyue Wang, Mu Li, Fangxu Liu, Shuming Shi, Zhaopeng Tu

Facebook AI’s WMT21 News Translation Task Submission

Chau Tran, Shruti Bhosale, James Cross, Philipp Koehn, Sergey Edunov

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21

Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin

eTranslation’s Submissions to the WMT 2021 News Translation Task

Csaba Oravecz, Katina Bontcheva, David Kolovratnik, Bhavani Bhaskar, Michael Jellinghaus

Allegro.eu Submission to WMT21 News Translation Task

Mikołaj Koszowski, Karol Grzegorczyk, Tsimur Hadeliya

Miðeind’s WMT 2021 Submission

Haukur Barri Símonarson, Vésteinn Snæbjarnarson, Pétur Orri Ragnarson, Haukur Jónsson, Vilhjalmur Thorsteinsson

Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs

Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar, Jailan S. ElMosalami, Mohamed Afify

CUNI Systems in WMT21: Revisiting Backtranslation Techniques for English-Czech NMT

Petr Gebauer, Ondřej Bojar, Vojtěch Švandelík, Martin Popel

The TALP-UPC Participation in WMT21 News Translation Task: an mBART-based NMT Approach

Carlos Escolano, Ioannis Tsiamas, Christine Basta, Javier Ferrando, Marta R. Costa-jussà

Tune in: The AFRL WMT21 News-Translation Systems

Grant Erdmann, Jeremy Gwinnup, Tim Anderson

The University of Edinburgh’s English-German and English-Hausa Submissions to the WMT21 News Translation Task

Pinzhen Chen, Jindřich Helcl, Ulrich Germann, Laurie Burchell, Nikolay Bogoychev

Findings of the WMT 2021 Shared Task on Large-Scale Multilingual Machine Translation

Guillaume Wenzek, Vishrav Chaudhary, Angela Fan, Sahir Gomez, Naman Goyal

Findings of the 2021 Conference on Machine Translation (WMT21)

Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondřej Bojar, Rajen Chatterjee

On the Role of Corpus Ordering in Language Modeling

Ameeta Agrawal, Suresh Singh, Lauren Schneider, Michael Samuels

Shrinking Bigfoot: Reducing wav2vec 2.0 footprint

Zilun Peng, Akshay Budhkar, Ilana Tuil, Jason Levy, Parinaz Sobhani

Hyperparameter Power Impact in Transformer Language Model Training

Lucas Høyberg Puvis de Chavannes, Mads Guldborg Kjeldgaard Kongsbak, Timmie Rantzau, Leon Derczynski

Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis

Lovre Torbarina, Velimir Mihelčić, Bruno Šarlija, Lukasz Roguski, Zeljko Kraljevic

Semantic Categorization of Social Knowledge for Commonsense Question Answering

Gengyu Wang, Xiaochen Hou, Diyi Yang, Kathleen McKeown, Jing Huang

Improving Synonym Recommendation Using Sentence Context

Maria Glenski, William I. Sealy, Kate Miller, Dustin Arendt

Combining Lexical and Dense Retrieval for Computationally Efficient Multi-hop Question Answering

Georgios Sidiropoulos, Nikos Voskarides, Svitlana Vakulenko, Evangelos Kanoulas

BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models

Yi Liu, Guoan Zhang, Puning Yu, Jianlin Su, Shengfeng Pan

Memory-efficient Transformers via Top-k Attention

Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant

Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools

Nesrine Bannour, Sahar Ghannay, Aurélie Névéol, Anne-Laure Ligozat

Low Resource Quadratic Forms for Knowledge Graph Embeddings

Zachary Zhou, Jeffery Kline, Devin Conathan, Glenn Fung

Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems

Di Jin, Shuyang Gao, Seokhwan Kim, Yang Liu, Dilek Hakkani-Tur

Towards Code-Mixed Hinglish Dialogue Generation

Vibhav Agarwal, Pooja Rao, Dinesh Babu Jayagopi

Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk

Pei Zhou, Behnam Hedayatnia, Karthik Gopalakrishnan, Seokhwan Kim, Jay Pujara

Using Pause Information for More Accurate Entity Recognition

Sahas Dendukuri, Pooja Chitkara, Joel Ruben Antony Moniz, Xiao Yang, Manos Tsagkias

Style Control for Schema-Guided Natural Language Generation

Alicia Tsai, Shereen Oraby, Vittorio Perera, Jiun-Yu Kao, Yuheng Du