Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items

Linguistics in philosophy

Z. Vendler. 1967 · 1967

Earlier work this paper cites.

Polarity sensitivity as inherent scope relations

W.A. Ladusaw. 1980 · 1980

Earlier work this paper cites.

The semantic licensing of npis and the modern greek subjunctive

Anastasia Giannakidou. 1994 · 1994

Earlier work this paper cites.

Indefinite Pronouns

M. Haspelmath. 1997 · 1997

Earlier work this paper cites.

Negative and positive polarity items: Variation, licensing, and compositionality

Anastasia Giannakidou. 2008 · 2008

Earlier work this paper cites.

Quantitative analysis of culture using millions of digitized books

Jean-Baptiste Michel, Yuan Kui Shen, Aviva Presser Aiden, Adrian Veres, Matthew K. Gray, , Joseph P. Pickett, Dale Hoiberg, Dan Clancy, Peter Norvig, Jon Orwant, Steven Pinker, Martin A. Nowak, and Erez Lieberman Aiden. 2011 · 2011

Earlier work this paper cites.

On the natural history of negative polarity items

Jack Hoeksema. 2012 · 2012

Cited alongside, same era.

Large-scale syntactic language modeling with treelets

Adam Pauls and Dan Klein. 2012 · 2012

Cited alongside, same era.

Glove: Global vectors for word representation

Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014

Cited alongside, same era.

Assessing the ability of lstms to learn syntax-sensitive dependencies

Tal Linzen, Emmanuel Dupoux, and Yoav Goldberg. 2016 · 2016

Cited alongside, same era.

Grammaticality, acceptability, and probability: a probabilistic view of linguistic knowledge

Jey Han Lau, Alexander Clark, and Shalom Lappin. 2017 · 2017

Cited alongside, same era.

Negative polarity as scope marking

Chris Barker. 2018 · 2018

Closest in time.

What you can cram into a single vector: Probing sentence embeddings for linguistic properties

Original

Alexis Conneau, German Kruszewski, Guillaume Lample, Loïc Barrault, and Marco Baroni. 2018 · 2018

Closest in time.

Colorless green recurrent networks dream hierarchically

Kristina Gulordava, Piotr Bojanowski, Edouard Grave, Tal Linzen, and Marco Baroni. 2018 · 2018

Closest in time.

Visualisation and ’diagnostic classifiers’ reveal how recurrent and recursive neural networks process hierarchical structure

Dieuwke Hupkes, Sara Veldhoen, and Willem Zuidema. 2018 · 2018

Closest in time.

The importance of being recurrent for modeling hierarchical structure

Original

Ke Tran, Arianna Bisazza, and Christof Monz. 2018 · 2018

Closest in time.