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"

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Title
Developing Real-time Streaming Transformer Transducer for Speech Recognition on Large-scale Dataset Xie Chen Yu-Huan Wu Zhenghao Wang Shujie Liu Jinyu Li 144 177 0 22 Oct 2020
Revisiting Modularized Multilingual NMT to Meet Industrial Demands Sungwon Lyu Bokyung Son Kichang Yang Jaekyoung Bae MoE 64 21 0 19 Oct 2020
Multi-Task Learning for Cross-Lingual Abstractive Summarization Sho Takase Naoaki Okazaki 100 19 0 15 Oct 2020
End to End Binarized Neural Networks for Text Classification Harshil Jain Akshat Agarwal Kumar Shridhar Denis Kleyko MQ 79 27 0 11 Oct 2020
Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels Harris Chan J. Kiros William Chan LRM 23 0 0 09 Oct 2020
Differentiable Weighted Finite-State Transducers Awni Y. Hannun Vineel Pratap Jacob Kahn Wei-Ning Hsu 118 29 0 02 Oct 2020
Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translation Tahmid Hasan Abhik Bhattacharjee Kazi Samin Mubasshir Masum Hasan Madhusudan Basak M. Rahman Rifat Shahriyar VLM 82 77 0 20 Sep 2020
Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing Jiayi Wang Ke Min Wang Niyu Ge Yangbin Shi Yu Zhao Kai Fan 49 13 0 19 Sep 2020
Will it Unblend? Yuval Pinter Cassandra L. Jacobs Jacob Eisenstein 66 14 0 18 Sep 2020
$NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer$ NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer Diego Moussallem Dwaraknath Gnaneshwar Thiago Castro Ferreira A. N. Ngomo 57 16 0 16 Sep 2020
Neural Machine Translation without Embeddings Uri Shaham Omer Levy 83 16 0 21 Aug 2020
PTT5: Pretraining and validating the T5 model on Brazilian Portuguese data Diedre Carmo Marcos Piau Israel Campiotti Rodrigo Nogueira R. Lotufo LM&MA 79 52 0 20 Aug 2020
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Milind Rao A. Raju Pranav Dheram Bach Bui Ariya Rastrow 58 43 0 14 Aug 2020
Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings Naoyuki Kanda Xuankai Chang Yashesh Gaur Xiaofei Wang Zhong Meng Zhuo Chen Takuya Yoshioka 74 49 0 11 Aug 2020
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition Egor Lakomkin Jahn Heymann Ilya Sklyar Simon Wiesler 51 8 0 10 Aug 2020
KR-BERT: A Small-Scale Korean-Specific Language Model Sangah Lee Hansol Jang Yunmee Baik Suzi Park Hyopil Shin 93 52 0 10 Aug 2020
A Survey of Orthographic Information in Machine Translation Bharathi Raja Chakravarthi P. Rani Mihael Arcan John P. Mccrae 57 34 0 04 Aug 2020
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition Ludwig Kurzinger Edgar Ricardo Chavez Rosas Lujun Li Tobias Watzel Gerhard Rigoll AAML 50 4 0 21 Jul 2020
Drinking from a Firehose: Continual Learning with Web-scale Natural Language Hexiang Hu Ozan Sener Fei Sha V. Koltun CLL 62 27 0 18 Jul 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 134 151 0 09 Jul 2020
Alleviating the Burden of Labeling: Sentence Generation by Attention Branch Encoder-Decoder Network Tadashi Ogura A. Magassouba K. Sugiura Tsubasa Hirakawa Takayoshi Yamashita H. Fujiyoshi Hisashi Kawai 50 11 0 09 Jul 2020
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Vineel Pratap Anuroop Sriram Paden Tomasello Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 89 143 0 06 Jul 2020
LMVE at SemEval-2020 Task 4: Commonsense Validation and Explanation using Pretraining Language Model Shilei Liu Yu Guo Bochao Li Feiliang Ren LRM 81 4 0 06 Jul 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Pavel Denisov Ngoc Thang Vu 77 30 0 03 Jul 2020
Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of Any Number of Speakers Naoyuki Kanda Yashesh Gaur Xiaofei Wang Zhong Meng Zhuo Chen Tianyan Zhou Takuya Yoshioka 76 78 0 19 Jun 2020
On the Multi-Property Extraction and Beyond Tomasz Dwojak Michal Pietruszka Łukasz Borchmann Filip Graliñski Jakub Chlkedowski 27 0 0 15 Jun 2020
ParsBERT: Transformer-based Model for Persian Language Understanding Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri 91 210 0 26 May 2020
A systematic comparison of grapheme-based vs. phoneme-based label units for encoder-decoder-attention models Mohammad Zeineldeen Albert Zeyer Wei Zhou T. Ng Ralf Schluter Hermann Ney 69 2 0 19 May 2020
Faster, Simpler and More Accurate Hybrid ASR Systems Using Wordpieces Frank Zhang Yongqiang Wang Xiaohui Zhang Chunxi Liu Yatharth Saraf Geoffrey Zweig 66 20 0 19 May 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 84 326 0 18 May 2020
T-VSE: Transformer-Based Visual Semantic Embedding M. Bastan Arnau Ramisa Mehmet Tek ViT 28 7 0 17 May 2020
An Evaluation of Recent Neural Sequence Tagging Models in Turkish Named Entity Recognition Gizem Aras Didem Makaroglu Seniz Demir Altan Cakir 34 30 0 14 May 2020
The Unstoppable Rise of Computational Linguistics in Deep Learning James Henderson AI4CE 69 28 0 13 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 85 161 0 07 May 2020
2kenize: Tying Subword Sequences for Chinese Script Conversion Pranav A Isabelle Augenstein 66 1 0 07 May 2020
A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar Lingfei Wu Jinjun Xiong Julia Hockenmaier 61 57 0 06 May 2020
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 65 46 0 03 May 2020
Evaluating Robustness to Input Perturbations for Neural Machine Translation Xing Niu Prashant Mathur Georgiana Dinu Yaser Al-Onaizan AAML 80 64 0 01 May 2020
A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing Rachel Bawden Biao Zhang Lisa Yankovskaya Andre Tattar Matt Post 30 1 0 30 Apr 2020
Data and Representation for Turkish Natural Language Inference Emrah Budur Rıza Özçelik Tunga Güngör Christopher Potts 43 1 0 30 Apr 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan Shafiq Joty Lav Varshney Min-Yen Kan 133 35 0 30 Apr 2020
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation Shoetsu Sato Jin Sakuma Naoki Yoshinaga Masashi Toyoda M. Kitsuregawa 75 3 0 30 Apr 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 82 201 0 30 Apr 2020
AxCell: Automatic Extraction of Results from Machine Learning Papers Marcin Kardas Piotr Czapla Pontus Stenetorp Sebastian Ruder Sebastian Riedel Ross Taylor Robert Stojnic 49 76 0 29 Apr 2020
Adversarial Subword Regularization for Robust Neural Machine Translation Jungsoo Park Mujeen Sung Jinhyuk Lee Jaewoo Kang 64 8 0 29 Apr 2020
All Word Embeddings from One Embedding Sho Takase Sosuke Kobayashi 96 10 0 25 Apr 2020
Multiple Segmentations of Thai Sentences for Neural Machine Translation Alberto Poncelas Wichaya Pidchamook Chao-Hong Liu J. Hadley Andy Way 31 7 0 23 Apr 2020
ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma Shun Kiyono Kevin Duh Shigeki Karita Nelson Yalta Tomoki Hayashi Shinji Watanabe 118 166 0 21 Apr 2020
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation Stig-Arne Gronroos Sami Virpioja M. Kurimo 66 6 0 08 Apr 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining Kaj Bostrom Greg Durrett 71 214 0 07 Apr 2020