Mechanisms for Handling Nested Dependencies in Neural-Network Language
Models and Humans

Mechanisms for Handling Nested Dependencies in Neural-Network Language Models and Humans

19 June 2020

Papers citing "Mechanisms for Handling Nested Dependencies in Neural-Network Language Models and Humans"

15 / 15 papers shown

Title
Learned feature representations are biased by complexity, learning order, position, and more Andrew Kyle Lampinen Stephanie C. Y. Chan Katherine Hermann AI4CE FaML SSL OOD 40 6 0 09 May 2024
Language in Vivo vs. in Silico: Size Matters but Larger Language Models Still Do Not Comprehend Language on a Par with Humans Vittoria Dentella Fritz Guenther Evelina Leivada ELM 49 1 0 23 Apr 2024
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 25 6 0 06 Jun 2023
Language acquisition: do children and language models follow similar learning stages? Linnea Evanson Yair Lakretz J. King 30 27 0 06 Jun 2023
Information-Restricted Neural Language Models Reveal Different Brain Regions' Sensitivity to Semantics, Syntax and Context Alexandre Pasquiou Yair Lakretz B. Thirion Christophe Pallier 19 16 0 28 Feb 2023
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models Peter Hase Joey Tianyi Zhou Been Kim Asma Ghandeharioun MILM 48 167 0 10 Jan 2023
Do LSTMs See Gender? Probing the Ability of LSTMs to Learn Abstract Syntactic Rules Priyanka Sukumaran Conor J. Houghton N. Kazanina 19 4 0 31 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
Blackbird's language matrices (BLMs): a new benchmark to investigate disentangled generalisation in neural networks Paola Merlo A. An M. A. Rodriguez 36 9 0 22 May 2022
Sparse Interventions in Language Models with Differentiable Masking Nicola De Cao Leon Schmid Dieuwke Hupkes Ivan Titov 40 27 0 13 Dec 2021
Causal Transformers Perform Below Chance on Recursive Nested Constructions, Unlike Humans Yair Lakretz T. Desbordes Dieuwke Hupkes S. Dehaene 233 11 0 14 Oct 2021
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations Arabella J. Sinclair Jaap Jumelet Willem H. Zuidema Raquel Fernández 61 38 0 30 Sep 2021
On the proper role of linguistically-oriented deep net analysis in linguistic theorizing Marco Baroni 18 51 0 16 Jun 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 45 244 0 14 Apr 2021
Can RNNs learn Recursive Nested Subject-Verb Agreements? Yair Lakretz T. Desbordes J. King Benoît Crabbé Maxime Oquab S. Dehaene 160 19 0 06 Jan 2021