Jonathan H. Clark

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 29

Top Topics

Language Modeling

Event Extraction

Top Venues

Trans. Assoc. Comput. Linguistics

EMNLP (Findings)

Publications

Chu-Cheng Lin, Xinyi Wang, Jonathan H. Clark, Han Lu, Yun Zhu, Chenxi Whitehouse, Hongkun Yu
Multitask Multilingual Model Adaptation with Featurized Low-Rank Mixtures. CoRR (2024)
Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat
The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. WMT (2023)
Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. EMNLP (2023)
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)
Odunayo Ogundepo, Tajuddeen Gwadabe, Clara Rivera, Jonathan H. Clark, Sebastian Ruder, David Ifeoluwa Adelani, Bonaventure Dossou, Abdou Aziz Diop, Claytone Sikasote, Gilles Hacheme, Happy Buzaaba, Ignatius Ezeani, Rooweither Mabuya, Salomey Osei, Chris Emezue, Albert Kahira, Shamsuddeen Muhammad, Akintunde Oladipo, Abraham Toluwase Owodunni, Atnafu Lambebo Tonja, Iyanuoluwa Shode, Akari Asai, Aremu Anuoluwapo, Ayodele Awokoya, Bernard Opoku, Chiamaka Chukwuneke, Christine Mwase, Clemencia Siro, Stephen Arthur, Tunde Ajayi, Verrah Otiende, Andre Niyongabo Rubungo, Boyd Sinkala, Daniel A. Ajisafe, Emeka Onwuegbuzia, Falalu Ibrahim Lawan, Ibrahim Said Ahmad, Jesujoba O. Alabi, Chinedu E. Mbonu, Mofetoluwa Adeyemi, Mofya Phiri, Orevaoghene Ahia, Ruqayya Nasir Iro, Sonia Adhiambo
Cross-lingual Open-Retrieval Question Answering for African Languages. EMNLP (Findings) (2023)
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 I. 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 (2023)
Xinyi Wang, John Wieting, Jonathan H. Clark
FIAT: Fusing learning paradigms with Instruction-Accelerated Tuning. CoRR (2023)
Patrick Fernandes, Daniel Deutsch, Mara Finkelstein, Parker Riley, André F. T. Martins, Graham Neubig, Ankush Garg, Jonathan H. Clark, Markus Freitag, Orhan Firat
The Devil is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation. CoRR (2023)
John Wieting, Jonathan H. Clark, William W. Cohen, Graham Neubig, Taylor Berg-Kirkpatrick
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval. ACL (1) (2023)
Odunayo Ogundepo, Tajuddeen R. Gwadabe, Clara E. Rivera, Jonathan H. Clark, Sebastian Ruder, David Ifeoluwa Adelani, Bonaventure F. P. Dossou, Abdou Aziz Diop, Claytone Sikasote, Gilles Hacheme, Happy Buzaaba, Ignatius Ezeani, Rooweither Mabuya, Salomey Osei, Chris Emezue, Albert Njoroge Kahira, Shamsuddeen Hassan Muhammad, Akintunde Oladipo, Abraham Toluwase Owodunni, Atnafu Lambebo Tonja, Iyanuoluwa Shode, Akari Asai, Tunde Oluwaseyi Ajayi, Clemencia Siro, Steven Arthur, Mofetoluwa Adeyemi, Orevaoghene Ahia, Aremu Anuoluwapo, Oyinkansola Awosan, Chiamaka Chukwuneke, Bernard Opoku, Awokoya Ayodele, Verrah Otiende, Christine Mwase, Boyd Sinkala, Andre Niyongabo Rubungo, Daniel A. Ajisafe, Emeka Felix Onwuegbuzia, Habib Mbow, Emile Niyomutabazi, Eunice Mukonde, Falalu Ibrahim Lawan, Ibrahim Said Ahmad, Jesujoba O. Alabi, Martin Namukombo, Mbonu Chinedu Emmanuel, Mofya Phiri, Neo Putini, Ndumiso Mngoma, Priscilla A. Amuok, Ruqayya Nasir Iro, Sonia Adhiambo
AfriQA: Cross-lingual Open-Retrieval Question Answering for African Languages. CoRR (2023)
Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.
PaLM 2 Technical Report. CoRR (2023)
Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Baldini Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. CoRR (2023)
Adam Roberts, Hyung Won Chung, Anselm Levskaya, Gaurav Mishra, James Bradbury, Daniel Andor, Sharan Narang, Brian Lester, Colin Gaffney, Afroz Mohiuddin, Curtis Hawthorne, Aitor Lewkowycz, Alex Salcianu, Marc van Zee, Jacob Austin, Sebastian Goodman, Livio Baldini Soares, Haitang Hu, Sasha Tsvyashchenko, Aakanksha Chowdhery, Jasmijn Bastings, Jannis Bulian, Xavier Garcia, Jianmo Ni, Andrew Chen, Kathleen Kenealy, Jonathan H. Clark, Stephan Lee, Dan Garrette, James Lee-Thorp, Colin Raffel, Noam Shazeer, Marvin Ritter, Maarten Bosma, Alexandre Passos, Jeremy Maitin-Shepard, Noah Fiedel, Mark Omernick, Brennan Saeta, Ryan Sepassi, Alexander Spiridonov, Joshua Newlan, Andrea Gesmundo
Scaling Up Models and Data with t5x and seqio. CoRR (2022)
John Wieting, Jonathan H. Clark, William W. Cohen, Graham Neubig, Taylor Berg-Kirkpatrick
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval. CoRR (2022)
Akari Asai, Shayne Longpre, Jungo Kasai, Chia-Hsuan Lee, Rui Zhang, Junjie Hu, Ikuya Yamada, Jonathan H. Clark, Eunsol Choi
MIA 2022 Shared Task: Evaluating Cross-lingual Open-Retrieval Question Answering for 16 Diverse Languages. CoRR (2022)
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson
XTREME-S: Evaluating Cross-lingual Speech Representations. CoRR (2022)
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson
XTREME-S: Evaluating Cross-lingual Speech Representations. INTERSPEECH (2022)
Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting
Canine: Pre-training an Efficient Tokenization-Free Encoder for Language Representation. Trans. Assoc. Comput. Linguistics 10 (2022)
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi
XOR QA: Cross-lingual Open-Retrieval Question Answering. NAACL-HLT (2021)
Ankur Bapna, Yu-An Chung, Nan Wu, Anmol Gulati, Ye Jia, Jonathan H. Clark, Melvin Johnson, Jason Riesa, Alexis Conneau, Yu Zhang
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training. CoRR (2021)
Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein
Learning to Recognize Dialect Features. NAACL-HLT (2021)
Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting
CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation. CoRR (2021)
Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi
XOR QA: Cross-lingual Open-Retrieval Question Answering. CoRR (2020)
Jonathan H. Clark, Alon Lavie, Chris Dyer
One System, Many Domains: Open-Domain Statistical Machine Translation via Feature Augmentation. AMTA (2020)
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay
CapWAP: Image Captioning with a Purpose. EMNLP (1) (2020)
Jonathan H. Clark, Eunsol Choi, Michael Collins, Dan Garrette, Tom Kwiatkowski, Vitaly Nikolaev, Jennimaria Palomaki
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages. CoRR (2020)
Dorottya Demszky, Devyani Sharma, Jonathan H. Clark, Vinodkumar Prabhakaran, Jacob Eisenstein
Learning to Recognize Dialect Features. CoRR (2020)
Jonathan H. Clark, Jennimaria Palomaki, Vitaly Nikolaev, Eunsol Choi, Dan Garrette, Michael Collins, Tom Kwiatkowski
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages. Trans. Assoc. Comput. Linguistics 8 (2020)
Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay
CapWAP: Captioning with a Purpose. CoRR (2020)
Jonathan H. Clark, Chris Dyer, Alon Lavie
Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization. Trans. Assoc. Comput. Linguistics 2 (2014)
Kenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, Philipp Koehn
Scalable Modified Kneser-Ney Language Model Estimation. ACL (2) (2013)
Jonathan H. Clark, Chris Dyer, Alon Lavie, Noah A. Smith
Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability. ACL (2) (2011)
Chris Dyer, Kevin Gimpel, Jonathan H. Clark, Noah A. Smith
The CMU-ARK German-English Translation System. WMT@EMNLP (2011)
Chris Dyer, Jonathan H. Clark, Alon Lavie, Noah A. Smith
Unsupervised Word Alignment with Arbitrary Features. ACL (2011)
Jonathan H. Clark, Alon Lavie
LoonyBin: Keeping Language Technologists Sane through Automated Management of Experimental (Hyper)Workflows. LREC (2010)
Greg Hanneman, Jonathan H. Clark, Alon Lavie
Improved Features and Grammar Selection for Syntax-Based MT. WMT@ACL (2010)
Jonathan H. Clark, Jonathan Weese, Byung-Gyu Ahn, Andreas Zollmann, Qin Gao, Kenneth Heafield, Alon Lavie
The Machine Translation Toolpack for LoonyBin: Automated Management of Experimental Machine Translation HyperWorkflows. Prague Bull. Math. Linguistics 93 (2010)
Greg Hanneman, Vamshi Ambati, Jonathan H. Clark, Alok Parlikar, Alon Lavie
An Improved Statistical Transfer System for French-English Machine Translation. WMT@EACL (2009)
Jonathan H. Clark, Charles J. Hannon
A Classifier System for Author Recognition Using Synonym-Based Features. MICAI (2007)
Jonathan H. Clark, Charles J. Hannon
An Algorithm for Identifying Authors Using Synonyms. ENC (2007)