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The paradox of the compositionality of natural language: a neural machine translation case study

12 August 2021

Verna Dankers

Papers citing "The paradox of the compositionality of natural language: a neural machine translation case study"

29 / 29 papers shown

Title
Interpreting token compositionality in LLMs: A robustness analysis Nura Aljaafari Danilo S. Carvalho André Freitas 135 3 0 16 Oct 2024
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN Rahma Chaabouni Roberto Dessì Eugene Kharitonov 72 20 0 03 Jul 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 124 588 0 06 Jun 2021
On Compositional Generalization of Neural Machine Translation Yafu Li Yongjing Yin Yulong Chen Yue Zhang 215 46 0 31 May 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 63 4 0 15 Apr 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 83 187 0 24 Oct 2020
The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT Jörg Tiedemann 230 171 0 13 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 59 282 0 12 Oct 2020
LSTMs Compose (and Learn) Bottom-Up Naomi Saphra Adam Lopez CoGe 57 18 0 06 Oct 2020
The Unreasonable Volatility of Neural Machine Translation Models Marzieh Fadaee Christof Monz 51 16 0 25 May 2020
Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models Kaiji Lu Piotr (Peter) Mardziel Klas Leino Matt Fredrikson Anupam Datta 75 10 0 03 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 61 17 0 04 Nov 2019
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment Jaap Jumelet Willem H. Zuidema Dieuwke Hupkes LRM 68 37 0 19 Sep 2019
Compositionality decomposed: how do neural networks generalise? Dieuwke Hupkes Verna Dankers Mathijs Mul Elia Bruni CoGe 162 339 0 22 Aug 2019
Compositional generalization through meta sequence-to-sequence learning Brenden M. Lake CoGe 93 199 0 12 Jun 2019
Transcoding compositionally: using attention to find more generalizable solutions K. Korrel Dieuwke Hupkes Verna Dankers Elia Bruni 53 31 0 04 Jun 2019
Siamese recurrent networks learn first-order logic reasoning and exhibit zero-shot compositional generalization Mathijs Mul Willem H. Zuidema GNN ReLM NAI LRM 62 18 0 01 Jun 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 88 234 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 132 3,159 0 01 Apr 2019
The emergence of number and syntax units in LSTM language models Yair Lakretz Germán Kruszewski T. Desbordes Dieuwke Hupkes S. Dehaene Marco Baroni 65 172 0 18 Mar 2019
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference R. Thomas McCoy Ellie Pavlick Tal Linzen 145 1,244 0 04 Feb 2019
Human few-shot learning of compositional instructions Brenden M. Lake Tal Linzen Marco Baroni 80 112 0 14 Jan 2019
Jump to better conclusions: SCAN both left and right Jasmijn Bastings Marco Baroni Jason Weston Kyunghyun Cho Douwe Kiela 64 62 0 12 Sep 2018
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 88 279 0 23 Jun 2018
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 194 615 0 01 Jun 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 187 2,998 0 23 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 811 132,725 0 12 Jun 2017
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner Emmanuel Dupoux 68 158 0 29 Jul 2016