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ORCIDFelix Stahlberg
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Books and Theses
- 2020
[b1]Felix Stahlberg:
The roles of language models and hierarchical models in neural sequence-to-sequence prediction. University of Cambridge, UK, 2020
Journal Articles
- 2020
- [j4]Felix Stahlberg:
Neural Machine Translation: A Review. J. Artif. Intell. Res. 69: 343-418 (2020) - 2019
- [j3]Hao Zhang, Richard Sproat, Axel H. Ng, Felix Stahlberg, Xiaochang Peng, Kyle Gorman, Brian Roark:
Neural Models of Text Normalization for Speech Applications. Comput. Linguistics 45(2): 293-337 (2019) - 2017
- [j2]Eva Hasler, Adrià de Gispert, Felix Stahlberg
, Aurelien Waite, Bill Byrne:
Source sentence simplification for statistical machine translation. Comput. Speech Lang. 45: 221-235 (2017) - 2016
- [j1]Felix Stahlberg, Tim Schlippe, Stephan Vogel, Tanja Schultz:
Word segmentation and pronunciation extraction from phoneme sequences through cross-lingual word-to-phoneme alignment. Comput. Speech Lang. 35: 234-261 (2016)
Conference and Workshop Papers
- 2024
- [c38]Felix Stahlberg, Shankar Kumar:
Synthetic Data Generation for Low-resource Grammatical Error Correction with Tagged Corruption Models. BEA 2024: 11-16 - [c37]Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng:
Towards an On-device Agent for Text Rewriting. NAACL-HLT (Findings) 2024: 2535-2552 - 2023
- [c36]Arya McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Ke Wu:
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models. EMNLP (Findings) 2023: 247-257 - [c35]Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adámek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn:
Fast Text Generation with Text-Editing Models. KDD 2023: 5815-5816 - 2022
- [c34]Felix Stahlberg, Ilia Kulikov, Shankar Kumar:
Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models. ACL (1) 2022: 8634-8645 - [c33]Felix Stahlberg, Shankar Kumar:
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES. NAACL-HLT 2022: 4950-4961 - 2021
- [c32]Felix Stahlberg, Shankar Kumar:
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models. BEA@EACL 2021: 37-47 - [c31]Simon Flachs, Felix Stahlberg, Shankar Kumar:
Data Strategies for Low-Resource Grammatical Error Correction. BEA@EACL 2021: 117-122 - 2020
- [c30]Danielle Saunders, Felix Stahlberg, Bill Byrne:
Using Context in Neural Machine Translation Training Objectives. ACL 2020: 7764-7770 - [c29]Felix Stahlberg:
The Roles of Language Models and Hierarchical Models in Neural Sequence-to-Sequence Prediction. EAMT 2020: 5-6 - [c28]Felix Stahlberg, Shankar Kumar:
Seq2Edits: Sequence Transduction Using Span-level Edit Operations. EMNLP (1) 2020: 5147-5159 - 2019
- [c27]Danielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne:
Domain Adaptive Inference for Neural Machine Translation. ACL (1) 2019: 222-228 - [c26]Felix Stahlberg, Bill Byrne:
The CUED's Grammatical Error Correction Systems for BEA-2019. BEA@ACL 2019: 168-175 - [c25]Zheng Yuan, Felix Stahlberg, Marek Rei, Bill Byrne, Helen Yannakoudakis:
Neural and FST-based approaches to grammatical error correction. BEA@ACL 2019: 228-239 - [c24]Felix Stahlberg, Bill Byrne:
On NMT Search Errors and Model Errors: Cat Got Your Tongue? EMNLP/IJCNLP (1) 2019: 3354-3360 - [c23]Felix Stahlberg, Christopher Bryant, Bill Byrne:
Neural Grammatical Error Correction with Finite State Transducers. NAACL-HLT (1) 2019: 4033-4039 - [c22]Danielle Saunders, Felix Stahlberg, Bill Byrne:
UCAM Biomedical Translation at WMT19: Transfer Learning Multi-domain Ensembles. WMT (3) 2019: 169-174 - [c21]Felix Stahlberg, Danielle Saunders, Adrià de Gispert, Bill Byrne:
CUED@WMT19: EWC&LMs. WMT (2) 2019: 364-373 - 2018
- [c20]Danielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne:
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT. ACL (2) 2018: 319-325 - [c19]Felix Stahlberg, Danielle Saunders, Gonzalo Iglesias, Bill Byrne:
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation. AMTA (1) 2018: 208-216 - [c18]Felix Stahlberg, Danielle Saunders, Bill Byrne:
An Operation Sequence Model for Explainable Neural Machine Translation. BlackboxNLP@EMNLP 2018: 175-186 - [c17]Felix Stahlberg, James Cross, Veselin Stoyanov:
Simple Fusion: Return of the Language Model. WMT 2018: 204-211 - [c16]Felix Stahlberg, Adrià de Gispert, Bill Byrne:
The University of Cambridge's Machine Translation Systems for WMT18. WMT (shared task) 2018: 504-512 - 2017
- [c15]Felix Stahlberg, Adrià de Gispert, Eva Hasler, Bill Byrne:
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices. EACL (2) 2017: 362-368 - [c14]Felix Stahlberg, Eva Hasler, Danielle Saunders, Bill Byrne:
SGNMT - A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies. EMNLP (System Demonstrations) 2017: 25-30 - [c13]Felix Stahlberg, Bill Byrne:
Unfolding and Shrinking Neural Machine Translation Ensembles. EMNLP 2017: 1946-1956 - [c12]Eva Hasler, Felix Stahlberg, Marcus Tomalin, Adrià de Gispert, Bill Byrne:
A Comparison of Neural Models for Word Ordering. INLG 2017: 208-212 - 2016
- [c11]Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne:
Syntactically Guided Neural Machine Translation. ACL (2) 2016 - [c10]Felix Stahlberg, Stephan Vogel:
QATIP - An Optical Character Recognition System for Arabic Heritage Collections in Libraries. DAS 2016: 168-173 - [c9]Felix Stahlberg, Eva Hasler, Bill Byrne:
The Edit Distance Transducer in Action: The University of Cambridge English-German System at WMT16. WMT 2016: 377-384 - 2015
- [c8]Felix Stahlberg, Tim Schlippe, Stephan Vogel, Tanja Schultz:
Cross-lingual lexical language discovery from audio data using multiple translations. ICASSP 2015: 5823-5827 - [c7]Felix Stahlberg, Stephan Vogel:
Detecting dense foreground stripes in Arabic handwriting for accurate baseline positioning. ICDAR 2015: 361-365 - [c6]Felix Stahlberg, Stephan Vogel:
Document skew detection based on hough space derivatives. ICDAR 2015: 366-370 - [c5]Felix Stahlberg, Stephan Vogel:
The QCRI Recognition System for Handwritten Arabic. ICIAP (2) 2015: 276-286 - [c4]Ahmed Abdelali, Ahmed M. Ali, Francisco Guzmán, Felix Stahlberg, Stephan Vogel, Yifan Zhang:
QAT2 - the QCRI advanced transcription and translation system. INTERSPEECH 2015: 726-727 - 2014
- [c3]Felix Stahlberg, Tim Schlippe, Stephan Vogel, Tanja Schultz:
Towards automatic speech recognition without pronunciation dictionary, transcribed speech and text resources in the target language using cross-lingual word-to-phoneme alignment. SLTU 2014: 73-80 - 2013
- [c2]Felix Stahlberg, Tim Schlippe, Stephan Vogel, Tanja Schultz:
Pronunciation Extraction from Phoneme Sequences through Cross-Lingual Word-to-Phoneme Alignment. SLSP 2013: 260-272 - 2012
- [c1]Felix Stahlberg, Tim Schlippe, Stephan Vogel, Tanja Schultz:
Word segmentation through cross-lingual word-to-phoneme alignment. SLT 2012: 85-90
Informal and Other Publications
- 2023
- [i29]Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-Hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng:
Towards an On-device Agent for Text Rewriting. CoRR abs/2308.11807 (2023) - [i28]Arya D. McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Ke Wu:
Long-Form Speech Translation through Segmentation with Finite-State Decoding Constraints on Large Language Models. CoRR abs/2310.13678 (2023) - 2022
- [i27]Jae Hun Ro, Felix Stahlberg, Ke Wu, Shankar Kumar:
Transformer-based Models of Text Normalization for Speech Applications. CoRR abs/2202.00153 (2022) - [i26]Felix Stahlberg, Ilia Kulikov, Shankar Kumar:
Uncertainty Determines the Adequacy of the Mode and the Tractability of Decoding in Sequence-to-Sequence Models. CoRR abs/2204.00471 (2022) - [i25]Felix Stahlberg, Shankar Kumar:
Jam or Cream First? Modeling Ambiguity in Neural Machine Translation with SCONES. CoRR abs/2205.00704 (2022) - [i24]Eric Malmi, Yue Dong, Jonathan Mallinson, Aleksandr Chuklin, Jakub Adámek, Daniil Mirylenka, Felix Stahlberg, Sebastian Krause, Shankar Kumar, Aliaksei Severyn:
Text Generation with Text-Editing Models. CoRR abs/2206.07043 (2022) - [i23]Felix Stahlberg, Aashish Kumar, Chris Alberti, Shankar Kumar:
Conciseness: An Overlooked Language Task. CoRR abs/2211.04126 (2022) - [i22]Arya D. McCarthy, Hao Zhang, Shankar Kumar, Felix Stahlberg, Axel H. Ng:
Improved Long-Form Spoken Language Translation with Large Language Models. CoRR abs/2212.09895 (2022) - 2021
- [i21]Felix Stahlberg, Shankar Kumar:
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models. CoRR abs/2105.13318 (2021) - 2020
- [i20]Danielle Saunders, Felix Stahlberg, Bill Byrne:
Using Context in Neural Machine Translation Training Objectives. CoRR abs/2005.01483 (2020) - [i19]Felix Stahlberg, Shankar Kumar:
Seq2Edits: Sequence Transduction Using Span-level Edit Operations. CoRR abs/2009.11136 (2020) - 2019
- [i18]Felix Stahlberg, Christopher Bryant, Bill Byrne:
Neural Grammatical Error Correction with Finite State Transducers. CoRR abs/1903.10625 (2019) - [i17]Danielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne:
Domain Adaptive Inference for Neural Machine Translation. CoRR abs/1906.00408 (2019) - [i16]Felix Stahlberg, Danielle Saunders, Adrià de Gispert, Bill Byrne:
Cued@wmt19: ewc&lms. CoRR abs/1906.05447 (2019) - [i15]Danielle Saunders, Felix Stahlberg, Bill Byrne:
UCAM Biomedical translation at WMT19: Transfer learning multi-domain ensembles. CoRR abs/1906.05786 (2019) - [i14]Felix Stahlberg, Bill Byrne:
The CUED's Grammatical Error Correction Systems for BEA-2019. CoRR abs/1907.00168 (2019) - [i13]Felix Stahlberg, Bill Byrne:
On NMT Search Errors and Model Errors: Cat Got Your Tongue? CoRR abs/1908.10090 (2019) - [i12]Felix Stahlberg:
Neural Machine Translation: A Review. CoRR abs/1912.02047 (2019) - 2018
- [i11]Felix Stahlberg, Danielle Saunders, Gonzalo Iglesias, Bill Byrne:
Why not be Versatile? Applications of the SGNMT Decoder for Machine Translation. CoRR abs/1803.07204 (2018) - [i10]Danielle Saunders, Felix Stahlberg, Adrià de Gispert, Bill Byrne:
Multi-representation Ensembles and Delayed SGD Updates Improve Syntax-based NMT. CoRR abs/1805.00456 (2018) - [i9]Felix Stahlberg, Adrià de Gispert, Bill Byrne:
The University of Cambridge's Machine Translation Systems for WMT18. CoRR abs/1808.09465 (2018) - [i8]Felix Stahlberg, Danielle Saunders, Bill Byrne:
An Operation Sequence Model for Explainable Neural Machine Translation. CoRR abs/1808.09688 (2018) - [i7]Felix Stahlberg, James Cross, Veselin Stoyanov:
Simple Fusion: Return of the Language Model. CoRR abs/1809.00125 (2018) - 2017
- [i6]Felix Stahlberg, Bill Byrne:
Unfolding and Shrinking Neural Machine Translation Ensembles. CoRR abs/1704.03279 (2017) - [i5]Felix Stahlberg, Eva Hasler, Danielle Saunders, Bill Byrne:
SGNMT - A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies. CoRR abs/1707.06885 (2017) - [i4]Eva Hasler, Felix Stahlberg, Marcus Tomalin, Adrià de Gispert, Bill Byrne:
A Comparison of Neural Models for Word Ordering. CoRR abs/1708.01809 (2017) - 2016
- [i3]Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne:
Syntactically Guided Neural Machine Translation. CoRR abs/1605.04569 (2016) - [i2]Felix Stahlberg, Eva Hasler, Bill Byrne:
The Edit Distance Transducer in Action: The University of Cambridge English-German System at WMT16. CoRR abs/1606.04963 (2016) - [i1]Felix Stahlberg, Adrià de Gispert, Eva Hasler, Bill Byrne:
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices. CoRR abs/1612.03791 (2016)
Coauthor Index
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