Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation

29 February 2024

Papers citing "Robust Guidance for Unsupervised Data Selection: Capturing Perplexing Named Entities for Domain-Specific Machine Translation"

17 / 17 papers shown

Title
Improving the Quality of Neural Machine Translation Through Proper Translation of Name Entities Radhika Sharma Pragya Katyayan Nisheeth Joshi 30 2 0 12 May 2023
In-context Examples Selection for Machine Translation Sweta Agrawal Chunting Zhou M. Lewis Luke Zettlemoyer Marjan Ghazvininejad LRM 82 193 0 05 Dec 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 207 1,251 0 11 Jul 2022
Beyond neural scaling laws: beating power law scaling via data pruning Ben Sorscher Robert Geirhos Shashank Shekhar Surya Ganguli Ari S. Morcos 85 439 0 29 Jun 2022
Deep Learning on a Data Diet: Finding Important Examples Early in Training Mansheej Paul Surya Ganguli Gintare Karolina Dziugaite 105 456 0 15 Jul 2021
Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation Wenxiang Jiao Xing Wang Zhaopeng Tu Shuming Shi Michael R. Lyu Irwin King UQLM 38 35 0 02 Jun 2021
Few-NERD: A Few-Shot Named Entity Recognition Dataset Ning Ding Guangwei Xu Yulin Chen Xiaobin Wang Xu Han Pengjun Xie Haitao Zheng Zhiyuan Liu 68 234 0 16 May 2021
The Curious Case of Hallucinations in Neural Machine Translation Vikas Raunak Arul Menezes Marcin Junczys-Dowmunt 179 194 0 14 Apr 2021
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation Vitaly Feldman Chiyuan Zhang TDI 137 462 0 09 Aug 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 151 905 0 03 Jul 2020
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 63 488 0 28 Feb 2019
An Empirical Study of Example Forgetting during Deep Neural Network Learning Mariya Toneva Alessandro Sordoni Rémi Tachet des Combes Adam Trischler Yoshua Bengio Geoffrey J. Gordon 107 732 0 12 Dec 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation Marzieh Fadaee Christof Monz 51 98 0 27 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 178 3,514 0 19 Aug 2018
On the Spectral Bias of Neural Networks Nasim Rahaman A. Baratin Devansh Arpit Felix Dräxler Min Lin Fred Hamprecht Yoshua Bengio Aaron Courville 126 1,436 0 22 Jun 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 129 2,981 0 23 Apr 2018
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 324 4,624 0 10 Nov 2016