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 / 617 papers shown

Title
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 14 48 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 25 8 0 10 Aug 2020
KR-BERT: A Small-Scale Korean-Specific Language Model Sangah Lee Hansol Jang Yunmee Baik Suzi Park Hyopil Shin 22 51 0 10 Aug 2020
A Survey of Orthographic Information in Machine Translation Bharathi Raja Chakravarthi P. Rani Mihael Arcan John P. Mccrae 17 33 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 19 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 35 27 0 18 Jul 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 34 149 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 24 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 11 143 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 26 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 17 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 8 74 0 19 Jun 2020
On the Multi-Property Extraction and Beyond Tomasz Dwojak Michal Pietruszka Łukasz Borchmann Filip Graliñski Jakub Chlkedowski 8 0 0 15 Jun 2020
ParsBERT: Transformer-based Model for Persian Language Understanding Mehrdad Farahani Mohammad Gharachorloo Marzieh Farahani Mohammad Manthouri 14 199 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 22 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 12 20 0 19 May 2020
Are All Languages Created Equal in Multilingual BERT? Shijie Wu Mark Dredze 25 316 0 18 May 2020
T-VSE: Transformer-Based Visual Semantic Embedding M. Bastan Arnau Ramisa Mehmet Tek ViT 24 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 6 30 0 14 May 2020
The Unstoppable Rise of Computational Linguistics in Deep Learning James Henderson AI4CE 6 28 0 13 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 22 155 0 07 May 2020
2kenize: Tying Subword Sequences for Chinese Script Conversion Pranav A Isabelle Augenstein 27 1 0 07 May 2020
A Multi-Perspective Architecture for Semantic Code Search Rajarshi Haldar Lingfei Wu Jinjun Xiong J. Hockenmaier 23 55 0 06 May 2020
Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation Xuanli He Gholamreza Haffari Mohammad Norouzi 21 45 0 03 May 2020
Evaluating Robustness to Input Perturbations for Neural Machine Translation Xing Niu Prashant Mathur Georgiana Dinu Yaser Al-Onaizan AAML 22 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 6 1 0 30 Apr 2020
Data and Representation for Turkish Natural Language Inference Emrah Budur Rıza Özçelik Tunga Güngör Christopher Potts 14 1 0 30 Apr 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding Samson Tan Chenyu You L. Varshney Min-Yen Kan 17 34 0 30 Apr 2020
Vocabulary Adaptation for Distant Domain Adaptation in Neural Machine Translation Shoetsu Sato Jin Sakuma Naoki Yoshinaga Masashi Toyoda M. Kitsuregawa 22 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 16 197 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 6 74 0 29 Apr 2020
Adversarial Subword Regularization for Robust Neural Machine Translation Jungsoo Park Mujeen Sung Jinhyuk Lee Jaewoo Kang 22 8 0 29 Apr 2020
All Word Embeddings from One Embedding Sho Takase Sosuke Kobayashi 9 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 8 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 31 161 0 21 Apr 2020
Transfer learning and subword sampling for asymmetric-resource one-to-many neural translation Stig-Arne Gronroos Sami Virpioja M. Kurimo 28 6 0 08 Apr 2020
Byte Pair Encoding is Suboptimal for Language Model Pretraining Kaj Bostrom Greg Durrett 16 200 0 07 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 21 1,090 0 06 Apr 2020
Finding the Optimal Vocabulary Size for Neural Machine Translation Thamme Gowda Jonathan May 14 3 0 05 Apr 2020
Give your Text Representation Models some Love: the Case for Basque Rodrigo Agerri Iñaki San Vicente Jon Ander Campos Ander Barrena X. Saralegi Aitor Soroa Etxabe Eneko Agirre 14 61 0 31 Mar 2020
Serialized Output Training for End-to-End Overlapped Speech Recognition Naoyuki Kanda Yashesh Gaur Xiaofei Wang Zhong Meng Takuya Yoshioka 8 113 0 28 Mar 2020
Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning Stig-Arne Gronroos Sami Virpioja M. Kurimo VLM 34 21 0 06 Mar 2020
AraBERT: Transformer-based Model for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 46 939 0 28 Feb 2020
Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction Danushka Bollegala Ryuichi Kiryo K. Tsujino Haruki Yukawa 13 7 0 25 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation Alessandro Raganato Yves Scherrer Jörg Tiedemann 32 92 0 24 Feb 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 22 138 0 18 Feb 2020
Speech Corpus of Ainu Folklore and End-to-end Speech Recognition for Ainu Language Kohei Matsuura Sei Ueno Masato Mimura S. Sakai Tatsuya Kawahara CVBM 13 13 0 16 Feb 2020
CBAG: Conditional Biomedical Abstract Generation Justin Sybrandt Ilya Safro MedIm AI4CE 22 8 0 13 Feb 2020
fastai: A Layered API for Deep Learning Jeremy Howard Sylvain Gugger AI4CE 20 857 0 11 Feb 2020