Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection

23 May 2023

Papers citing "Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection"

16 / 16 papers shown

Title
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation Shivanshu Gupta Sameer Singh Matt Gardner 64 7 0 16 Mar 2022
Unobserved Local Structures Make Compositional Generalization Hard Ben Bogin Shivanshu Gupta Jonathan Berant CoGe 54 33 0 15 Jan 2022
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization I. Oren Jonathan Herzig Jonathan Berant 53 31 0 06 Sep 2021
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance Omer Goldman David Guriel Reut Tsarfaty 107 28 0 12 Aug 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 94 818 0 07 May 2021
Sequence-Level Mixed Sample Data Augmentation Demi Guo Yoon Kim Alexander M. Rush 58 100 0 18 Nov 2020
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 171 184 0 19 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 46 279 0 12 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 59 80 0 08 Oct 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 64 135 0 20 May 2020
Applying the Transformer to Character-level Transduction Shijie Wu Ryan Cotterell Mans Hulden AI4CE 48 106 0 20 May 2020
Pushing the Limits of Low-Resource Morphological Inflection Antonios Anastasopoulos Graham Neubig 34 77 0 16 Aug 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 61 234 0 21 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 93 3,147 0 01 Apr 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 70 149 0 30 Mar 2019
A Kernel Theory of Modern Data Augmentation Tri Dao Albert Gu Alexander J. Ratner Virginia Smith Christopher De Sa Christopher Ré 92 193 0 16 Mar 2018