Julia Kreutzer

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 69

Top Topics

Machine Translation

Reinforcement Learning

Brazilian Portuguese

Top Venues

EMNLP (Findings)

Publications

Shivalika Singh, Freddie Vargus, Daniel D'souza, Börje Karlsson, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Vu Chien, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. ACL (1) (2024)
Ahmet Üstün, Viraat Aryabumi, Zheng Xin Yong, Wei-Yin Ko, Daniel D'souza, Gbemileke Onilude, Neel Bhandari, Shivalika Singh, Hui-Lee Ooi, Amr Kayid, Freddie Vargus, Phil Blunsom, Shayne Longpre, Niklas Muennighoff, Marzieh Fadaee, Julia Kreutzer, Sara Hooker
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model. CoRR (2024)
Aakanksha, Arash Ahmadian, Beyza Ermis, Seraphina Goldfarb-Tarrant, Julia Kreutzer, Marzieh Fadaee, Sara Hooker
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm. CoRR (2024)
Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs. CoRR (2024)
John Dang, Arash Ahmadian, Kelly Marchisio, Julia Kreutzer, Ahmet Üstün, Sara Hooker
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. CoRR (2024)
Viraat Aryabumi, John Dang, Dwarak Talupuru, Saurabh Dash, David Cairuz, Hangyu Lin, Bharat Venkitesh, Madeline Smith, Jon Ander Campos, Yi Chern Tan, Kelly Marchisio, Max Bartolo, Sebastian Ruder, Acyr Locatelli, Julia Kreutzer, Nick Frosst, Aidan N. Gomez, Phil Blunsom, Marzieh Fadaee, Ahmet Üstün, Sara Hooker
Aya 23: Open Weight Releases to Further Multilingual Progress. CoRR (2024)
Luísa Shimabucoro, Sebastian Ruder, Julia Kreutzer, Marzieh Fadaee, Sara Hooker
LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives. CoRR (2024)
Everlyn Chimoto, Jay Gala, Orevaoghene Ahia, Julia Kreutzer, Bruce A. Bassett, Sara Hooker
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning. ACL (Findings) (2024)
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)
Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs. ACL (1) (2024)
Shivalika Singh, Freddie Vargus, Daniel D'souza, Börje F. Karlsson, Abinaya Mahendiran, Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura O'Mahony, Mike Zhang, Ramith Hettiarachchi, Joseph Wilson, Marina Machado, Luisa Souza Moura, Dominik Krzeminski, Hakimeh Fadaei, Irem Ergün, Ifeoma Okoh, Aisha Alaagib, Oshan Mudannayake, Zaid Alyafeai, Minh Chien Vu, Sebastian Ruder, Surya Guthikonda, Emad A. Alghamdi, Sebastian Gehrmann, Niklas Muennighoff, Max Bartolo, Julia Kreutzer, Ahmet Üstün, Marzieh Fadaee, Sara Hooker
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. CoRR (2024)
Everlyn Asiko Chimoto, Jay Gala, Orevaoghene Ahia, Julia Kreutzer, Bruce A. Bassett, Sara Hooker
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning. CoRR (2024)
David Ifeoluwa Adelani, Jesujoba O. Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ajibade, Tunde Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. NAACL-HLT (2022)
Sweta Agrawal, Julia Kreutzer, Colin Cherry
Exploring the Benefits and Limitations of Multilinguality for Non-autoregressive Machine Translation. WMT (2022)
Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer
Intriguing Properties of Compression on Multilingual Models. CoRR (2022)
Mayumi Ohta, Julia Kreutzer, Stefan Riezler
JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT. EMNLP (Demos) (2022)
Lekan Raheem, Maab Elrashid, Melvin Johnson, Julia Kreutzer
Domain Curricula for Code-Switched MT at MixMT 2022. WMT (2022)
David Ifeoluwa Adelani, Jesujoba Oluwadara Alabi, Angela Fan, Julia Kreutzer, Xiaoyu Shen, Machel Reid, Dana Ruiter, Dietrich Klakow, Peter Nabende, Ernie Chang, Tajuddeen Gwadabe, Freshia Sackey, Bonaventure F. P. Dossou, Chris Chinenye Emezue, Colin Leong, Michael Beukman, Shamsuddeen Hassan Muhammad, Guyo Dub Jarso, Oreen Yousuf, Andre Niyongabo Rubungo, Gilles Hacheme, Eric Peter Wairagala, Muhammad Umair Nasir, Benjamin Ayoade Ajibade, Tunde Oluwaseyi Ajayi, Yvonne Wambui Gitau, Jade Z. Abbott, Mohamed Ahmed, Millicent Ochieng, Aremu Anuoluwapo, Perez Ogayo, Jonathan Mukiibi, Fatoumata Ouoba Kabore, Godson Koffi Kalipe, Derguene Mbaye, Allahsera Auguste Tapo, Victoire Memdjokam Koagne, Edwin Munkoh-Buabeng, Valencia Wagner, Idris Abdulmumin, Ayodele Awokoya, Happy Buzaaba, Blessing Sibanda, Andiswa Bukula, Sam Manthalu
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation. CoRR (2022)
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 (2022)
Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer
Intriguing Properties of Compression on Multilingual Models. EMNLP (2022)
Mayumi Ohta, Julia Kreutzer, Stefan Riezler
JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT. CoRR (2022)
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 (2022)
Julia Kreutzer, Stefan Riezler, Carolin Lawrence
Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks. SPNLP@ACL-IJCNLP (2021)
Julia Kreutzer, David Vilar, Artem Sokolov
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits. CoRR (2021)
David Ifeoluwa Adelani, Jade Z. Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin P. Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei
MasakhaNER: Named Entity Recognition for African Languages. Trans. Assoc. Comput. Linguistics 9 (2021)
Samuel Kiegeland, Julia Kreutzer
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation. CoRR (2021)
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. CoRR (2021)
Julia Kreutzer, David Vilar, Artem Sokolov
Bandits Don't Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits. EMNLP (Findings) (2021)
Orevaoghene Ahia, Julia Kreutzer, Sara Hooker
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation. EMNLP (Findings) (2021)
Orevaoghene Ahia, Julia Kreutzer, Sara Hooker
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation. CoRR (2021)
Edoardo Maria Ponti, Julia Kreutzer, Ivan Vulic, Siva Reddy
Modelling Latent Translations for Cross-Lingual Transfer. CoRR (2021)
Sweta Agrawal, Julia Kreutzer, Colin Cherry
Can Multilinguality benefit Non-autoregressive Machine Translation? CoRR (2021)
Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzodbek Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis Tyers, Orhan Firat, John Licato, Sriram Chellappan
Evaluating Multiway Multilingual NMT in the Turkic Languages. WMT@EMNLP (2021)
Jamshidbek Mirzakhalov, Anoop Babu, Aigiz Kunafin, Ahsan Wahab, Behzod Moydinboyev, Sardana Ivanova, Mokhiyakhon Uzokova, Shaxnoza Pulatova, Duygu Ataman, Julia Kreutzer, Francis Tyers, Orhan Firat, John Licato, Sriram Chellappan
Evaluating Multiway Multilingual NMT in the Turkic Languages. CoRR (2021)
David Ifeoluwa Adelani, Jade Z. Abbott, Graham Neubig, Daniel D'souza, Julia Kreutzer, Constantine Lignos, Chester Palen-Michel, Happy Buzaaba, Shruti Rijhwani, Sebastian Ruder, Stephen Mayhew, Israel Abebe Azime, Shamsuddeen Hassan Muhammad, Chris Chinenye Emezue, Joyce Nakatumba-Nabende, Perez Ogayo, Aremu Anuoluwapo, Catherine Gitau, Derguene Mbaye, Jesujoba O. Alabi, Seid Muhie Yimam, Tajuddeen Gwadabe, Ignatius Ezeani, Rubungo Andre Niyongabo, Jonathan Mukiibi, Verrah Otiende, Iroro Orife, Davis David, Samba Ngom, Tosin P. Adewumi, Paul Rayson, Mofetoluwa Adeyemi, Gerald Muriuki, Emmanuel Anebi, Chiamaka Chukwuneke, Nkiruka Odu, Eric Peter Wairagala, Samuel Oyerinde, Clemencia Siro, Tobius Saul Bateesa, Temilola Oloyede, Yvonne Wambui, Victor Akinode, Deborah Nabagereka, Maurice Katusiime, Ayodele Awokoya, Mouhamadane Mboup, Dibora Gebreyohannes, Henok Tilaye, Kelechi Nwaike, Degaga Wolde, Abdoulaye Faye, Blessing Sibanda, Orevaoghene Ahia, Bonaventure F. P. Dossou, Kelechi Ogueji, Thierno Ibrahima Diop, Abdoulaye Diallo, Adewale Akinfaderin, Tendai Marengereke, Salomey Osei
MasakhaNER: Named Entity Recognition for African Languages. CoRR (2021)
Samuel Kiegeland, Julia Kreutzer
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation. NAACL-HLT (2021)
Julia Kreutzer, Nathaniel Berger, Stefan Riezler
Correct Me If You Can: Learning from Error Corrections and Markings. CoRR (2020)
Julia Kreutzer, George F. Foster, Colin Cherry
Inference Strategies for Machine Translation with Conditional Masking. CoRR (2020)
Elan Van Biljon, Arnu Pretorius, Julia Kreutzer
On Optimal Transformer Depth for Low-Resource Language Translation. CoRR (2020)
Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Tajudeen Kolawole, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddeen Hassan Muhammad, Salomon Kabongo, Salomey Osei, Sackey Freshia, Rubungo Andre Niyongabo, Ricky Macharm, Perez Ogayo, Orevaoghene Ahia, Musie Meressa, Mofe Adeyemi, Masabata Mokgesi-Selinga, Lawrence Okegbemi, Laura Jane Martinus, Kolawole Tajudeen, Kevin Degila, Kelechi Ogueji, Kathleen Siminyu, Julia Kreutzer, Jason Webster, Jamiil Toure Ali, Jade Z. Abbott, Iroro Orife, Ignatius Ezeani, Idris Abdulkabir Dangana, Herman Kamper, Hady Elsahar, Goodness Duru, Ghollah Kioko, Espoir Murhabazi, Elan Van Biljon, Daniel Whitenack, Christopher Onyefuluchi, Chris Emezue, Bonaventure Dossou, Blessing Sibanda, Blessing Itoro Bassey, Ayodele Olabiyi, Arshath Ramkilowan, Alp Öktem, Adewale Akinfaderin, Abdallah Bashir
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. CoRR (2020)
Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddeen Hassan Muhammad, Salomon Kabongo Kabenamualu, Salomey Osei, Freshia Sackey, Rubungo Andre Niyongabo, Ricky Macharm, Perez Ogayo, Orevaoghene Ahia, Musie Meressa Berhe, Mofetoluwa Adeyemi, Masabata Mokgesi-Selinga, Lawrence Okegbemi, Laura Martinus, Kolawole Tajudeen, Kevin Degila, Kelechi Ogueji, Kathleen Siminyu, Julia Kreutzer, Jason Webster, Jamiil Toure Ali, Jade Z. Abbott, Iroro Orife, Ignatius Ezeani, Idris Abdulkabir Dangana, Herman Kamper, Hady Elsahar, Goodness Duru, Ghollah Kioko, Espoir Murhabazi, Elan Van Biljon, Daniel Whitenack, Christopher Onyefuluchi, Chris Chinenye Emezue, Bonaventure F. P. Dossou, Blessing Sibanda, Blessing Itoro Bassey, Ayodele Olabiyi, Arshath Ramkilowan, Alp Öktem, Adewale Akinfaderin, Abdallah Bashir
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. EMNLP (Findings) (2020)
Julia Kreutzer, George F. Foster, Colin Cherry
Inference Strategies for Machine Translation with Conditional Masking. EMNLP (1) (2020)
Julia Kreutzer, Nathaniel Berger, Stefan Riezler
Correct Me If You Can: Learning from Error Corrections and Markings. EAMT (2020)
Julia Kreutzer, Stefan Riezler, Carolin Lawrence
Learning from Human Feedback: Challenges for Real-World Reinforcement Learning in NLP. CoRR (2020)
Rubungo Andre Niyongabo, Hong Qu, Julia Kreutzer, Li Huang
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi. CoRR (2020)
Rubungo Andre Niyongabo, Hong Qu, Julia Kreutzer, Li Huang
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi. COLING (2020)
Iroro Orife, Julia Kreutzer, Blessing Sibanda, Daniel Whitenack, Kathleen Siminyu, Laura Martinus, Jamiil Toure Ali, Jade Z. Abbott, Vukosi Marivate, Salomon Kabongo, Musie Meressa, Espoir Murhabazi, Orevaoghene Ahia, Elan Van Biljon, Arshath Ramkilowan, Adewale Akinfaderin, Alp Öktem, Wole Akin, Ghollah Kioko, Kevin Degila, Herman Kamper, Bonaventure Dossou, Chris Emezue, Kelechi Ogueji, Abdallah Bashir
Masakhane - Machine Translation For Africa. CoRR (2020)
Allahsera Auguste Tapo, Bakary Coulibaly, Sébastien Diarra, Christopher Homan, Julia Kreutzer, Sarah Luger, Arthur Nagashima, Marcos Zampieri, Michael Leventhal
Neural Machine Translation for Extremely Low-Resource African Languages: A Case Study on Bambara. CoRR (2020)
Julia Kreutzer, Stefan Riezler
Self-Regulated Interactive Sequence-to-Sequence Learning. CoRR (2019)
Julia Kreutzer, Jasmijn Bastings, Stefan Riezler
Joey NMT: A Minimalist NMT Toolkit for Novices. CoRR (2019)
Julia Kreutzer, Stefan Riezler
Self-Regulated Interactive Sequence-to-Sequence Learning. ACL (1) (2019)
Julia Kreutzer, Jasmijn Bastings, Stefan Riezler
Joey NMT: A Minimalist NMT Toolkit for Novices. EMNLP/IJCNLP (3) (2019)
Ryan Cotterell, Julia Kreutzer
Explaining and Generalizing Back-Translation through Wake-Sleep. CoRR (2018)
Tsz Kin Lam, Julia Kreutzer, Stefan Riezler
A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation. CoRR (2018)
Julia Kreutzer, Artem Sokolov
Learning to Segment Inputs for NMT Favors Character-Level Processing. CoRR (2018)
Julia Kreutzer, Joshua Uyheng, Stefan Riezler
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. CoRR (2018)
Tsz Kin Lam, Julia Kreutzer, Stefan Riezler
A Reinforcement Learning Approach to Interactive-Predictive Neural Machine Translation. EAMT (2018)
Julia Kreutzer, Artem Sokolov
Learning to Segment Inputs for NMT Favors Character-Level Processing. IWSLT (2018)
Julia Kreutzer, Shahram Khadivi, Evgeny Matusov, Stefan Riezler
Can Neural Machine Translation be Improved with User Feedback? CoRR (2018)
Julia Kreutzer, Shahram Khadivi, Evgeny Matusov, Stefan Riezler
Can Neural Machine Translation be Improved with User Feedback? NAACL-HLT (3) (2018)
Julia Kreutzer, Joshua Uyheng, Stefan Riezler
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning. ACL (1) (2018)
Artem Sokolov, Julia Kreutzer, Kellen Sunderland, Pavel Danchenko, Witold Szymaniak, Hagen Fürstenau, Stefan Riezler
A Shared Task on Bandit Learning for Machine Translation. WMT (2017)
Julia Kreutzer, Artem Sokolov, Stefan Riezler
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. ACL (1) (2017)
André F. T. Martins, Julia Kreutzer
Learning What's Easy: Fully Differentiable Neural Easy-First Taggers. EMNLP (2017)
Julia Kreutzer, Artem Sokolov, Stefan Riezler
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning. CoRR (2017)
Artem Sokolov, Julia Kreutzer, Kellen Sunderland, Pavel Danchenko, Witold Szymaniak, Hagen Fürstenau, Stefan Riezler
A Shared Task on Bandit Learning for Machine Translation. CoRR (2017)
Artem Sokolov, Julia Kreutzer, Stefan Riezler
Stochastic Structured Prediction under Bandit Feedback. CoRR (2016)
Artem Sokolov, Julia Kreutzer, Stefan Riezler, Christopher Lo
Stochastic Structured Prediction under Bandit Feedback. NIPS (2016)
Artem Sokolov, Julia Kreutzer, Christopher Lo, Stefan Riezler
Learning Structured Predictors from Bandit Feedback for Interactive NLP. ACL (1) (2016)
Julia Kreutzer, Shigehiko Schamoni, Stefan Riezler
QUality Estimation from ScraTCH (QUETCH): Deep Learning for Word-level Translation Quality Estimation. WMT@EMNLP (2015)