How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?

14 April 2017

Papers citing "How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?"

12 / 12 papers shown

Title
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization Niyati Bafna Kenton Murray David Yarowsky 63 2 0 19 Jun 2024
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility Wen-song Ye Mingfeng Ou Tianyi Li Yipeng Chen Xuetao Ma ... Sai Wu Jie Fu Gang Chen Haobo Wang Jun Zhao 46 36 0 15 May 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets Irina Bejan Artem Sokolov Katja Filippova TDI 32 9 0 27 Feb 2023
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 30 7 0 26 Apr 2022
Understanding Model Robustness to User-generated Noisy Texts Jakub Náplava Martin Popel Milan Straka Jana Straková 36 16 0 14 Oct 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations M. Moradi Matthias Samwald AAML 50 96 0 27 Aug 2021
Will it Unblend? Yuval Pinter Cassandra L. Jacobs Jacob Eisenstein 21 14 0 18 Sep 2020
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 27 94 0 09 Jul 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,748 0 26 Sep 2016
Learning Robust Representations of Text Yitong Li Trevor Cohn Timothy Baldwin OOD 154 15 0 20 Sep 2016
Neural versus Phrase-Based Machine Translation Quality: a Case Study L. Bentivogli Arianna Bisazza Mauro Cettolo Marcello Federico 191 328 0 16 Aug 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012