Six Challenges for Neural Machine Translation

12 June 2017

Papers citing "Six Challenges for Neural Machine Translation"

50 / 162 papers shown

Title
Efficient Machine Translation Domain Adaptation Pedro Henrique Martins Zita Marinho André F.T. Martins 67 14 0 26 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops Jungo Kasai Keisuke Sakaguchi Ronan Le Bras Dragomir R. Radev Yejin Choi Noah A. Smith 26 6 0 11 Apr 2022
Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? E. Lee Sarubi Thillainathan Shravan Nayak Surangika Ranathunga David Ifeoluwa Adelani Ruisi Su Arya D. McCarthy VLM 21 43 0 16 Mar 2022
Improving English to Sinhala Neural Machine Translation using Part-of-Speech Tag Ravinga Perera Thilakshi Fonseka Rashmini Naranpanawa Uthayasanker Thayasivam 16 6 0 17 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 49 2,234 0 08 Feb 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 77 62 0 28 Jan 2022
Assessing Evaluation Metrics for Speech-to-Speech Translation Elizabeth Salesky Julian Mäder Severin Klinger 27 14 0 26 Oct 2021
Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models José Carlos Rosales Núnez Guolong Su Djamé Seddah 17 8 0 24 Oct 2021
Multilingual Neural Machine Translation:Can Linguistic Hierarchies Help? Fahimeh Saleh Wray L. Buntine Gholamreza Haffari Lan Du 18 6 0 15 Oct 2021
Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages Chenyang Li Gongxu Luo 24 1 0 02 Oct 2021
Learning Kernel-Smoothed Machine Translation with Retrieved Examples Qingnan Jiang Mingxuan Wang Jun Cao Shanbo Cheng Shujian Huang Lei Li 31 33 0 21 Sep 2021
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation Xin Zheng Zhirui Zhang Shujian Huang Boxing Chen Jun Xie Weihua Luo Jiajun Chen 68 25 0 14 Sep 2021
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation Ivan Provilkov A. Malinin 14 4 0 13 Sep 2021
Neural Machine Translation Quality and Post-Editing Performance Vilém Zouhar Alevs Tamchyna Martin Popel Ondrej Bojar 13 20 0 10 Sep 2021
BiSECT: Learning to Split and Rephrase Sentences with Bitexts Joongwon Kim Mounica Maddela Reno Kriz Wei-ping Xu Chris Callison-Burch 56 25 0 10 Sep 2021
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages Machel Reid Junjie Hu Graham Neubig Y. Matsuo 74 31 0 10 Sep 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation Haoran Xu Benjamin Van Durme Kenton W. Murray 47 57 0 09 Sep 2021
HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints Sahana Ramnath Melvin Johnson Abhirut Gupta A. Raghuveer 42 8 0 09 Sep 2021
Efficient Nearest Neighbor Language Models Junxian He Graham Neubig Taylor Berg-Kirkpatrick RALM 195 103 0 09 Sep 2021
Datasets: A Community Library for Natural Language Processing Quentin Lhoest Albert Villanova del Moral Yacine Jernite A. Thakur Patrick von Platen ... Thibault Goehringer Victor Mustar François Lagunas Alexander M. Rush Thomas Wolf 30 580 0 07 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 147 0 01 Sep 2021
Masked Adversarial Generation for Neural Machine Translation Badr Youbi Idrissi S. Clinchant AAML 24 0 0 01 Sep 2021
Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation Bryan Eikema Wilker Aziz 26 45 0 10 Aug 2021
The USYD-JD Speech Translation System for IWSLT 2021 Liang Ding Di Wu Dacheng Tao 29 16 0 24 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 29 235 0 29 Jun 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation Samuel Kiegeland Julia Kreutzer AAML 31 46 0 16 Jun 2021
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin Simeng Han Shafiq R. Joty 20 24 0 14 Jun 2021
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment Zewen Chi Li Dong Bo Zheng Shaohan Huang Xian-Ling Mao Heyan Huang Furu Wei 45 67 0 11 Jun 2021
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems Dingmin Wang Ziyao Chen Wanwei He Li Zhong Yunzhe Tao Min Yang 30 11 0 10 Jun 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model Lukas Stankevicius M. Lukoševičius 16 2 0 23 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 19 85 0 14 Apr 2021
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 30 189 0 14 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 37 229 0 12 Apr 2021
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation Yu Jiang Tianyu Liu Shuming Ma Dongdong Zhang Jian Yang Haoyang Huang Rico Sennrich Ryan Cotterell Mrinmaya Sachan M. Zhou 16 56 0 22 Mar 2021
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation Runzhe Zhan Xuebo Liu Derek F. Wong Lidia S. Chao 27 46 0 03 Mar 2021
Understanding and Improving Lexical Choice in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 98 77 0 29 Dec 2020
An End-to-End Solution for Named Entity Recognition in eCommerce Search Xiang Cheng Mitchell Bowden Bhushan Ramesh Bhange Priyanka Goyal T. Packer F. Javed 16 19 0 11 Dec 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation Chen Xu Bojie Hu Yufan Jiang Kai Feng Zeyang Wang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 15 22 0 30 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 39 195 0 05 Nov 2020
Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning Cheonbok Park Yunwon Tae Taehee Kim Soyoung Yang Mohammad Azam Khan Lucy Park Jaegul Choo 94 17 0 18 Oct 2020
Rethinking Document-level Neural Machine Translation Zewei Sun Mingxuan Wang Hao Zhou Chengqi Zhao Shujian Huang Jiajun Chen Lei Li VLM 83 47 0 18 Oct 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization Shiyue Zhang B. Frey Joey Tianyi Zhou 28 28 0 09 Oct 2020
Retrieve and Refine: Exemplar-based Neural Comment Generation Bolin Wei Yongming Li Ge Li Xin Xia Zhi Jin 17 39 0 09 Oct 2020
Nearest Neighbor Machine Translation Urvashi Khandelwal Angela Fan Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 18 280 0 01 Oct 2020
Softmax Tempering for Training Neural Machine Translation Models Raj Dabre Atsushi Fujita 23 10 0 20 Sep 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 15 72 0 20 Sep 2020
A Multilingual Parallel Corpora Collection Effort for Indian Languages Shashank Siripragrada Jerin Philip Vinay P. Namboodiri C. V. Jawahar VLM 27 47 0 15 Jul 2020
Unsupervised Paraphrase Generation using Pre-trained Language Models Chaitra V. Hegde Shrikumar Patil LRM 13 38 0 09 Jun 2020
The Unreasonable Volatility of Neural Machine Translation Models Marzieh Fadaee Christof Monz 20 16 0 25 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 6 155 0 07 May 2020