Understanding Model Robustness to User-generated Noisy Texts

14 October 2021

Papers citing "Understanding Model Robustness to User-generated Noisy Texts"

20 / 20 papers shown

Title
Announcing CzEng 2.0 Parallel Corpus with over 2 Gigawords Tom Kocmi Martin Popel Ondrej Bojar 19 38 0 06 Jul 2020
Reading Comprehension in Czech via Machine Translation and Cross-lingual Transfer K. Macková Milan Straka 34 13 0 03 Jul 2020
Grammatical Error Correction in Low-Resource Scenarios Jakub Náplava Milan Straka 44 56 0 01 Oct 2019
Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing Milan Straka Jana Straková Jan Hajic 52 51 0 20 Aug 2019
Neural Architectures for Nested NER through Linearization Jana Straková Milan Straka Jan Hajic 32 246 0 19 Aug 2019
A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning Yo Joong Choe Jiyeon Ham Kyubyong Park Yeoil Yoon 53 81 0 02 Jul 2019
Findings of the First Shared Task on Machine Translation Robustness Xian Li Paul Michel Antonios Anastasopoulos Yonatan Belinkov Nadir Durrani Philipp Koehn Philipp Koehn Graham Neubig J. Pino Hassan Sajjad 38 60 0 27 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.0K 93,936 0 11 Oct 2018
Wronging a Right: Generating Better Errors to Improve Grammatical Error Detection Sudhanshu Kasewa Pontus Stenetorp Sebastian Riedel 48 59 0 26 Sep 2018
MTNT: A Testbed for Machine Translation of Noisy Text Paul Michel Graham Neubig 43 146 0 02 Sep 2018
Reaching Human-level Performance in Automatic Grammatical Error Correction: An Empirical Study Tao Ge Furu Wei M. Zhou 44 85 0 03 Jul 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 194 2,830 0 11 Jun 2018
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences Max Glockner Vered Shwartz Yoav Goldberg NAI 70 365 0 06 May 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 87 2,941 0 23 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 658 7,080 0 20 Apr 2018
Synthetic and Natural Noise Both Break Neural Machine Translation Yonatan Belinkov Yonatan Bisk 102 737 0 06 Nov 2017
Artificial Error Generation with Machine Translation and Syntactic Patterns Marek Rei Mariano Felice Zheng Yuan Ted Briscoe 47 55 0 17 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 484 129,831 0 12 Jun 2017
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? G. Heigold G. Neumann Josef van Genabith 53 62 0 14 Apr 2017
Improving Neural Machine Translation Models with Monolingual Data Rico Sennrich Barry Haddow Alexandra Birch 214 2,710 0 20 Nov 2015