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2020 – today
- 2024
[c13]Daan van Esch, Sandy Ritchie, Sebastian Ruder, Julia Kreutzer, Clara Rivera, Ishank Saxena, Isaac Caswell:
Connecting Language Technologies with Rich, Diverse Data Sources Covering Thousands of Languages. LREC/COLING 2024: 3729-3746- 2023
- [c12]Alexander Jones, Isaac Caswell, Orhan Firat, Ishank Saxena:
GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation. EMNLP 2023: 371-405 - [c11]Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma, Massimo Nicosia, Shruti Rijhwani, Parker Riley, Jean Michel A. Sarr, Xinyi Wang, John Wieting, Nitish Gupta, Anna Katanova, Christo Kirov, Dana L. Dickinson, Brian Roark, Bidisha Samanta, Connie Tao, David Ifeoluwa Adelani, Vera Axelrod, Isaac Caswell, Colin Cherry, Dan Garrette, R. Reeve Ingle, Melvin Johnson, Dmitry Panteleev, Partha Talukdar:
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages. EMNLP (Findings) 2023: 1856-1884 - [c10]Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier Garcia, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat:
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. NeurIPS 2023 - [i16]Alexander Jones, Isaac Caswell, Ishank Saxena, Orhan Firat:
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation. CoRR abs/2303.15265 (2023) - [i15]Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin, Mihir Kale, Min Ma, Massimo Nicosia, Shruti Rijhwani, Parker Riley, Jean Michel A. Sarr, Xinyi Wang, John Wieting, Nitish Gupta, Anna Katanova, Christo Kirov, Dana L. Dickinson, Brian Roark, Bidisha Samanta, Connie Tao, David Ifeoluwa Adelani, Vera Axelrod, Isaac Caswell, Colin Cherry, Dan Garrette, R. Reeve Ingle, Melvin Johnson, Dmitry Panteleev, Partha Talukdar:
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages. CoRR abs/2305.11938 (2023) - [i14]Sneha Kudugunta, Isaac Caswell, Biao Zhang, Xavier Garcia, Christopher A. Choquette-Choo, Katherine Lee, Derrick Xin, Aditya Kusupati, Romi Stella, Ankur Bapna, Orhan Firat:
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset. CoRR abs/2309.04662 (2023) - [i13]Isaac Caswell, Lisa Wang, Isabel Papadimitriou:
Separating the Wheat from the Chaff with BREAD: An open-source benchmark and metrics to detect redundancy in text. CoRR abs/2311.06440 (2023) - 2022
- [j1]Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote
, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi:
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. Trans. Assoc. Comput. Linguistics 10: 50-72 (2022) - [c9]Daan van Esch, Tamar Lucassen, Sebastian Ruder, Isaac Caswell, Clara Rivera:
Writing System and Speaker Metadata for 2, 800+ Language Varieties. LREC 2022: 5035-5046 - [i12]Aditya Siddhant, Ankur Bapna, Orhan Firat, Yuan Cao, Mia Xu Chen, Isaac Caswell, Xavier Garcia:
Towards the Next 1000 Languages in Multilingual Machine Translation: Exploring the Synergy Between Supervised and Self-Supervised Learning. CoRR abs/2201.03110 (2022) - [i11]Ankur Bapna, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu, Pallavi Baljekar, Xavier Garcia, Wolfgang Macherey, Theresa Breiner, Vera Axelrod, Jason Riesa, Yuan Cao, Mia Xu Chen, Klaus Macherey, Maxim Krikun, Pidong Wang, Alexander Gutkin, Apurva Shah, Yanping Huang, Zhifeng Chen, Yonghui Wu, Macduff Hughes:
Building Machine Translation Systems for the Next Thousand Languages. CoRR abs/2205.03983 (2022) - 2021
- [i10]Isaac Caswell, Julia Kreutzer, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Javier Ortiz Suárez, Iroro Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Balli, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi:
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. AfricaNLP 2021 - 2020
- [c8]Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh:
Learning a Multi-Domain Curriculum for Neural Machine Translation. ACL 2020: 7711-7723 - [c7]Parker Riley, Isaac Caswell, Markus Freitag, David Grangier:
Translationese as a Language in "Multilingual" NMT. ACL 2020: 7737-7746 - [c6]Isaac Caswell, Theresa Breiner, Daan van Esch, Ankur Bapna:
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus. COLING 2020: 6588-6608 - [c5]Markus Freitag, David Grangier, Isaac Caswell:
BLEU might be Guilty but References are not Innocent. EMNLP (1) 2020: 61-71 - [i9]Markus Freitag, David Grangier, Isaac Caswell:
BLEU might be Guilty but References are not Innocent. CoRR abs/2004.06063 (2020) - [i8]Isaac Caswell, Theresa Breiner, Daan van Esch, Ankur Bapna:
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus. CoRR abs/2010.14571 (2020)
2010 – 2019
- 2019
- [c4]Wei Wang, Isaac Caswell, Ciprian Chelba:
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation. ACL (1) 2019: 1282-1292 - [c3]Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Orhan Firat:
Investigating Multilingual NMT Representations at Scale. EMNLP/IJCNLP (1) 2019: 1565-1575 - [c2]Markus Freitag, Isaac Caswell, Scott Roy:
APE at Scale and Its Implications on MT Evaluation Biases. WMT (1) 2019: 34-44 - [c1]Isaac Caswell, Ciprian Chelba, David Grangier:
Tagged Back-Translation. WMT (1) 2019: 53-63 - [i7]Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon:
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR abs/1902.08295 (2019) - [i6]Markus Freitag, Isaac Caswell, Scott Roy:
Text Repair Model for Neural Machine Translation. CoRR abs/1904.04790 (2019) - [i5]Wei Wang, Isaac Caswell, Ciprian Chelba:
Dynamically Composing Domain-Data Selection with Clean-Data Selection by "Co-Curricular Learning" for Neural Machine Translation. CoRR abs/1906.01130 (2019) - [i4]Isaac Caswell, Ciprian Chelba, David Grangier:
Tagged Back-Translation. CoRR abs/1906.06442 (2019) - [i3]Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh:
Learning a Multitask Curriculum for Neural Machine Translation. CoRR abs/1908.10940 (2019) - [i2]Sneha Reddy Kudugunta, Ankur Bapna, Isaac Caswell, Naveen Arivazhagan, Orhan Firat:
Investigating Multilingual NMT Representations at Scale. CoRR abs/1909.02197 (2019) - [i1]Parker Riley, Isaac Caswell, Markus Freitag, David Grangier:
Translationese as a Language in "Multilingual" NMT. CoRR abs/1911.03823 (2019)
Coauthor Index
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