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 / 619 papers shown

Title
Adam Mickiewicz University at WMT 2022: NER-Assisted and Quality-Aware Neural Machine Translation Artur Nowakowski Gabriela Pałka Kamil Guttmann Miko Pokrywka 30 5 0 07 Sep 2022
Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model Jennifer Drexler Fox Natalie Delworth KELM 30 18 0 02 Sep 2022
A Novel Multi-Task Learning Approach for Context-Sensitive Compound Type Identification in Sanskrit Jivnesh Sandhan Ashish Gupta Hrishikesh Terdalkar Tushar Sandhan S. Samanta Laxmidhar Behera Pawan Goyal 29 3 0 22 Aug 2022
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 30 16 0 11 Aug 2022
How Effective is Byte Pair Encoding for Out-Of-Vocabulary Words in Neural Machine Translation? Ali Araabi Christof Monz Vlad Niculae 36 10 0 10 Aug 2022
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation L. T. Nguyen Nguyen Luong Tran Long Doan Manh Luong Dat Quoc Nguyen 29 4 0 08 Aug 2022
Lost in Space Marking Cassandra L. Jacobs Yuval Pinter 21 1 0 02 Aug 2022
Benchmarking Azerbaijani Neural Machine Translation Chih-Chen Chen William Chen 29 0 0 29 Jul 2022
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale Gopinath Chennupati Milind Rao Gurpreet Chadha Aaron Eakin A. Raju ... Andrew Oberlin Buddha Nandanoor Prahalad Venkataramanan Zheng Wu Pankaj Sitpure CLL 27 8 0 19 Jul 2022
MAD for Robust Reinforcement Learning in Machine Translation Domenic Donato Lei Yu Wang Ling Chris Dyer MoE 22 7 0 18 Jul 2022
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality Wei-Ning Hsu Bowen Shi SSL VLM 29 42 0 14 Jul 2022
Language Modelling with Pixels Phillip Rust Jonas F. Lotz Emanuele Bugliarello Elizabeth Salesky Miryam de Lhoneux Desmond Elliott VLM 43 46 0 14 Jul 2022
Speaker Anonymization with Phonetic Intermediate Representations Sarina Meyer Florian Lux Pavel Denisov Julia Koch Pascal Tilli Ngoc Thang Vu 34 27 0 11 Jul 2022
Tandem Multitask Training of Speaker Diarisation and Speech Recognition for Meeting Transcription Xianrui Zheng Chuxu Zhang P. Woodland 34 16 0 08 Jul 2022
Reduce Indonesian Vocabularies with an Indonesian Sub-word Separator Mukhlis Amien Chong Feng Heyan Huang 27 0 0 01 Jul 2022
The THUEE System Description for the IARPA OpenASR21 Challenge Jing Zhao Haoyu Wang Jinpeng Li Shuzhou Chai Guan-Bo Wang Guoguo Chen Weiqiang Zhang VLM 27 1 0 29 Jun 2022
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode Raviraj Joshi Subodh Kumar 36 2 0 26 Jun 2022
A Simple Baseline for Domain Adaptation in End to End ASR Systems Using Synthetic Data Raviraj Joshi Ashutosh Kumar Singh 14 7 0 22 Jun 2022
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation Khuyagbaatar Batsuren Gábor Bella Aryaman Arora Viktor Martinović Kyle Gorman ... Magda vSevvcíková Katevrina Pelegrinová Fausto Giunchiglia Ryan Cotterell Ekaterina Vylomova 33 39 0 15 Jun 2022
1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task Zhiyong Wang Ge Zhang Nineli Lashkarashvili 24 3 0 08 Jun 2022
Searching for Optimal Subword Tokenization in Cross-domain NER Ruotian Ma Yiding Tan Xin Zhou Xuanting Chen Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang OOD 64 14 0 07 Jun 2022
What do tokens know about their characters and how do they know it? Ayush Kaushal Kyle Mahowald 34 28 0 06 Jun 2022
EMS: Efficient and Effective Massively Multilingual Sentence Embedding Learning Zhuoyuan Mao Chenhui Chu Sadao Kurohashi 45 1 0 31 May 2022
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 29 1 0 30 May 2022
Contextual Adapters for Personalized Speech Recognition in Neural Transducers Kanthashree Mysore Sathyendra Thejaswi Muniyappa Feng-Ju Chang Jing Liu Jinru Su Grant P. Strimel Athanasios Mouchtaris Siegfried Kunzmann 19 75 0 26 May 2022
Local Byte Fusion for Neural Machine Translation Makesh Narsimhan Sreedhar Xiangpeng Wan Yu-Jie Cheng Junjie Hu 34 4 0 23 May 2022
Translating Hanja Historical Documents to Contemporary Korean and English Juhee Son Jiho Jin Haneul Yoo Jinyeong Bak Kyunghyun Cho Alice Oh 35 4 0 20 May 2022
Evaluation of Transfer Learning for Polish with a Text-to-Text Model Aleksandra Chrabrowa Lukasz Dragan Karol Grzegorczyk D. Kajtoch Mikołaj Koszowski Robert Mroczkowski Piotr Rybak 42 18 0 18 May 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization David Wan Joey Tianyi Zhou HILM 25 68 0 16 May 2022
IRB-NLP at SemEval-2022 Task 1: Exploring the Relationship Between Words and Their Semantic Representations Damir Korenčić Ivan Grubišić 24 3 0 13 May 2022
Quantifying Synthesis and Fusion and their Impact on Machine Translation Arturo Oncevay Duygu Ataman N. V. Berkel Barry Haddow Alexandra Birch Johannes Bjerva 25 3 0 06 May 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation David Ifeoluwa Adelani Jesujoba Oluwadara Alabi Angela Fan Julia Kreutzer Xiaoyu Shen ... Ayodele Awokoya Happy Buzaaba Blessing K. Sibanda Andiswa Bukula Sam Manthalu 34 111 0 04 May 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 85 1,265 0 04 May 2022
How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training? Shiyue Zhang Vishrav Chaudhary Naman Goyal James Cross Guillaume Wenzek Joey Tianyi Zhou Francisco Guzman 38 16 0 29 Apr 2022
CogView2: Faster and Better Text-to-Image Generation via Hierarchical Transformers Ming Ding Wendi Zheng Wenyi Hong Jie Tang VLM 41 324 0 28 Apr 2022
Improving Multimodal Speech Recognition by Data Augmentation and Speech Representations Dan Oneaţă H. Cucu 19 19 0 27 Apr 2022
How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language Shiyue Zhang B. Frey Joey Tianyi Zhou 24 36 0 25 Apr 2022
A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning Md. Mofijul Islam Gustavo Aguilar Pragaash Ponnusamy Clint Solomon Mathialagan Chengyuan Ma Chenlei Guo VLM 19 10 0 22 Apr 2022
Layer-wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition Xun Gong Y. Qian Houjun Huang Yanmin Qian 34 44 0 21 Apr 2022
Impact of Tokenization on Language Models: An Analysis for Turkish Cagri Toraman E. Yilmaz Furkan Şahinuç Oguzhan Ozcelik 38 74 0 19 Apr 2022
Improving Tokenisation by Alternative Treatment of Spaces Edward Gow-Smith Harish Tayyar Madabushi Carolina Scarton Aline Villavicencio 37 20 0 08 Apr 2022
Deliberation Model for On-Device Spoken Language Understanding Duc Le Akshat Shrivastava Paden Tomasello Suyoun Kim Aleksandr Livshits Ozlem Kalinli M. Seltzer AuLLM 37 12 0 04 Apr 2022
Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding Xuandi Fu Feng-Ju Chang Martin H. Radfar Kailin Wei Jing Liu Grant P. Strimel Kanthashree Mysore Sathyendra 21 4 0 01 Apr 2022
Single Model Ensemble for Subword Regularized Models in Low-Resource Machine Translation Sho Takase Tatsuya Hiraoka Naoaki Okazaki 16 5 0 25 Mar 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 42 100 0 24 Mar 2022
Small Batch Sizes Improve Training of Low-Resource Neural MT Àlex R. Atrio Andrei Popescu-Belis 35 6 0 20 Mar 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 36 109 0 14 Mar 2022
IT5: Text-to-text Pretraining for Italian Language Understanding and Generation Gabriele Sarti Malvina Nissim AILaw 23 42 0 07 Mar 2022
Extracting linguistic speech patterns of Japanese fictional characters using subword units Mika Kishino Kanako Komiya 16 0 0 05 Mar 2022
Overlap-based Vocabulary Generation Improves Cross-lingual Transfer Among Related Languages Vaidehi Patil Partha P. Talukdar Sunita Sarawagi 24 21 0 03 Mar 2022