Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates

29 April 2018

Papers citing "Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates"

50 / 618 papers shown

Title
Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and Posts Charangan Vasantharajan Uthayasanker Thayasivam 26 38 0 24 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 31 261 0 12 Aug 2021
Learning to Look Inside: Augmenting Token-Based Encoders with Character-Level Information Yuval Pinter Amanda Stent Mark Dredze Jacob Eisenstein 19 7 0 01 Aug 2021
Simultaneous Speech Translation for Live Subtitling: from Delay to Display Alina Karakanta Sara Papi Matteo Negri Marco Turchi 28 10 0 19 Jul 2021
Direct speech-to-speech translation with discrete units Ann Lee Peng-Jen Chen Changhan Wang Jiatao Gu Sravya Popuri ... Yossi Adi Qing He Yun Tang J. Pino Wei-Ning Hsu 41 181 0 12 Jul 2021
A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio Naoyuki Kanda Xiong Xiao Jian Wu Tianyan Zhou Yashesh Gaur Xiaofei Wang Zhong Meng Zhuo Chen Takuya Yoshioka 19 14 0 06 Jul 2021
Instant One-Shot Word-Learning for Context-Specific Neural Sequence-to-Sequence Speech Recognition Christian Huber Juan Hussain Sebastian Stüker A. Waibel 29 24 0 05 Jul 2021
Modeling Target-side Inflection in Placeholder Translation Ryokan Ri Toshiaki Nakazawa Yoshimasa Tsuruoka 17 1 0 01 Jul 2021
On joint training with interfaces for spoken language understanding A. Raju Milind Rao Gautam Tiwari Pranav Dheram Bryan Anderson Zhe Zhang Chul Lee Bach Bui Ariya Rastrow VLM 21 11 0 30 Jun 2021
XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languages Tahmid Hasan Abhik Bhattacharjee Md. Saiful Islam Kazi Samin Mubasshir Yuan-Fang Li Yong-Bin Kang M. Rahman Rifat Shahriyar 37 344 0 25 Jun 2021
Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains Yunzhi Yao Shaohan Huang Wenhui Wang Li Dong Furu Wei VLM ALM 23 46 0 25 Jun 2021
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization Yi Tay Vinh Q. Tran Sebastian Ruder Jai Gupta Hyung Won Chung Dara Bahri Zhen Qin Simon Baumgartner Cong Yu Donald Metzler 51 153 0 23 Jun 2021
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw J. Chorowski Grzegorz Ciesielski Jaroslaw Dzikowski Adrian Lañcucki R. Marxer Mateusz Opala P. Pusz Paweł Rychlikowski Michal Stypulkowski 38 12 0 22 Jun 2021
Distributed Deep Learning in Open Collaborations Michael Diskin Alexey Bukhtiyarov Max Ryabinin Lucile Saulnier Quentin Lhoest ... Denis Mazur Ilia Kobelev Yacine Jernite Thomas Wolf Gennady Pekhimenko FedML 41 54 0 18 Jun 2021
Modeling Worlds in Text Prithviraj Ammanabrolu Mark O. Riedl VGen LM&Ro 19 14 0 17 Jun 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition Yosuke Higuchi Niko Moritz Jonathan Le Roux Takaaki Hori VLM 35 51 0 16 Jun 2021
Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng Li Dong Shaohan Huang Wenhui Wang Zewen Chi Saksham Singhal Wanxiang Che Ting Liu Xia Song Furu Wei 19 58 0 15 Jun 2021
Overcoming Domain Mismatch in Low Resource Sequence-to-Sequence ASR Models using Hybrid Generated Pseudotranscripts Chak-Fai Li Francis Keith William Hartmann M. Snover O. Kimball 25 4 0 14 Jun 2021
Evaluating Various Tokenizers for Arabic Text Classification Zaid Alyafeai Maged S. Al-Shaibani Mustafa Ghaleb Irfan Ahmad 42 41 0 14 Jun 2021
Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation Xin Liu Baosong Yang Dayiheng Liu Haibo Zhang Weihua Luo Min Zhang Haiying Zhang Jinsong Su 23 18 0 11 Jun 2021
Diverse Pretrained Context Encodings Improve Document Translation Domenic Donato Lei Yu Chris Dyer 30 15 0 07 Jun 2021
Dual Script E2E framework for Multilingual and Code-Switching ASR Mari Ganesh Kumar Jom Kuriakose Anand Thyagachandran A. Arunkumar Ashish Seth L. D. Prasad Saish Jaiswal Anusha Prakash H. Murthy 40 10 0 02 Jun 2021
Sub-Character Tokenization for Chinese Pretrained Language Models Chenglei Si Zhengyan Zhang Yingfa Chen Fanchao Qi Xiaozhi Wang Zhiyuan Liu Yasheng Wang Qun Liu Maosong Sun 27 9 0 01 Jun 2021
Lightweight Cross-Lingual Sentence Representation Learning Zhuoyuan Mao Prakhar Gupta Pei Wang Chenhui Chu Martin Jaggi Sadao Kurohashi VLM 30 8 0 28 May 2021
ByT5: Towards a token-free future with pre-trained byte-to-byte models Linting Xue Aditya Barua Noah Constant Rami Al-Rfou Sharan Narang Mihir Kale Adam Roberts Colin Raffel 38 467 0 28 May 2021
Joint Optimization of Tokenization and Downstream Model Tatsuya Hiraoka Sho Takase Kei Uchiumi Atsushi Keyaki Naoaki Okazaki 16 17 0 26 May 2021
IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion Dongjun Lee Junhyeong Ahn Heesoo Park Jaemin Jo 4 18 0 25 May 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation Mathias Müller Rico Sennrich 21 59 0 18 May 2021
A Deep Metric Learning Approach to Account Linking Aleem Khan Elizabeth Fleming N. Schofield M. Bishop Matthew Wiesner 24 21 0 15 May 2021
A Novel Estimator of Mutual Information for Learning to Disentangle Textual Representations Pierre Colombo Chloé Clavel Pablo Piantanida AAML DRL 26 50 0 06 May 2021
Streaming end-to-end speech recognition with jointly trained neural feature enhancement Chanwoo Kim Abhinav Garg Dhananjaya N. Gowda Seongkyu Mun C. Han AuLLM 31 6 0 04 May 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 24 2 0 23 Apr 2021
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Wei Zhou Mohammad Zeineldeen Zuoyun Zheng Ralf Schluter Hermann Ney 33 14 0 19 Apr 2021
Zero-shot Cross-lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders Guanhua Chen Shuming Ma Yun-Nung Chen Li Dong Dongdong Zhang Jianxiong Pan Wenping Wang Furu Wei 38 39 0 18 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 31 164 0 16 Apr 2021
Robust Open-Vocabulary Translation from Visual Text Representations Elizabeth Salesky David Etter Matt Post VLM 24 39 0 16 Apr 2021
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise Sailik Sengupta Jason Krone Saab Mansour NoLa 19 12 0 14 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 34 86 0 14 Apr 2021
Large-Scale Contextualised Language Modelling for Norwegian Andrey Kutuzov Jeremy Barnes Erik Velldal Lilja Ovrelid Stephan Oepen 27 38 0 13 Apr 2021
Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation Hirofumi Inaguma Tatsuya Kawahara Shinji Watanabe 31 42 0 13 Apr 2021
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation Kyeongpil Kang Kyohoon Jin Soyoung Yang Show-Ling Jang Jaegul Choo Yougbin Kim MU 11 16 0 13 Apr 2021
Assessing Reference-Free Peer Evaluation for Machine Translation Sweta Agrawal George F. Foster Markus Freitag Colin Cherry LRM 32 9 0 12 Apr 2021
CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing Ahmed Elnaggar Wei Ding Llion Jones Tom Gibbs Tamas B. Fehér Christoph Angerer Silvia Severini Florian Matthes B. Rost 28 72 0 06 Apr 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion Duc Le Mahaveer Jain Gil Keren Suyoun Kim Yangyang Shi ... Yuan Shangguan Christian Fuegen Ozlem Kalinli Yatharth Saraf M. Seltzer 27 90 0 05 Apr 2021
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding Suyoun Kim Abhinav Arora Duc Le Ching-Feng Yeh Christian Fuegen Ozlem Kalinli M. Seltzer 20 25 0 05 Apr 2021
End-to-End Speaker-Attributed ASR with Transformer Naoyuki Kanda Guoli Ye Yashesh Gaur Xiaofei Wang Zhong Meng Zhuo Chen Takuya Yoshioka 27 47 0 05 Apr 2021
IndT5: A Text-to-Text Transformer for 10 Indigenous Languages El Moatez Billah Nagoudi Wei-Rui Chen Muhammad Abdul-Mageed H. Cavusoglu 41 24 0 04 Apr 2021
Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone Naoyuki Kanda Guoli Ye Yu-Huan Wu Yashesh Gaur Xiaofei Wang Zhong Meng Zhuo Chen Takuya Yoshioka 39 41 0 31 Mar 2021
Multi-view Subword Regularization Xinyi Wang Sebastian Ruder Graham Neubig 27 45 0 15 Mar 2021
Dynamic Acoustic Unit Augmentation With BPE-Dropout for Low-Resource End-to-End Speech Recognition A. Laptev A. Andrusenko Ivan Podluzhny Anton Mitrofanov Ivan Medennikov Yuri N. Matveev VLM 26 14 0 12 Mar 2021