On Using Distribution-Based Compositionality Assessment to Evaluate
Compositional Generalisation in Machine Translation

On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation

14 November 2023

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Papers citing "On Using Distribution-Based Compositionality Assessment to Evaluate Compositional Generalisation in Machine Translation"

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Title
Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation Francois Meyer Jan Buys 73 8 0 11 May 2023
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning Hao Zheng Mirella Lapata OOD CoGe DRL 64 5 0 12 Dec 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective Edoardo Manino Julia Rozanova Danilo S. Carvalho André Freitas Lucas C. Cordeiro 69 9 0 26 Apr 2022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers Stephanie C. Y. Chan Adam Santoro Andrew Kyle Lampinen Jane X. Wang Aaditya K. Singh Pierre Harvey Richemond J. Mcclelland Felix Hill 173 266 0 22 Apr 2022
Evaluating Distributional Distortion in Neural Language Modeling Benjamin LeBrun Alessandro Sordoni Timothy J. O'Donnell 75 23 0 24 Mar 2022
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 224 46 0 31 May 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 85 187 0 24 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 62 282 0 12 Oct 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 89 100 0 01 May 2020
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 68 355 0 20 Dec 2019
On Compositionality in Neural Machine Translation Vikas Raunak Vaibhav Kumar Florian Metze 72 17 0 04 Nov 2019
Does Learning Require Memorization? A Short Tale about a Long Tail Vitaly Feldman TDI 152 502 0 12 Jun 2019
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 340 1,900 0 10 Jan 2017
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 258 7,765 0 31 Aug 2015