Proc Natl Acad Sci U S A October 2022 PMID 36260742

A resource-rational model of human processing of recursive linguistic structure.

Michael Hahn, Richard Futrell, Roger Levy, Edward Gibson

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Peak: 43 in Oct 2022

across 4 sources since Oct 2022

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1,896,341

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235

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Oct 2022 – Sep 2023

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What people are saying

The discussions consistently show strong support and interest, with posts using positive tone and technical language, such as "exciting new modeling work" and "unifying different perspectives," which reflect the perceived importance and potential of the publication. References to identifying recursive processing challenges and integrating machine learning highlight both engagement and perceived impact on the field.

AgreementModerate agreement

Most discussions highlight the significance and accuracy of the resource-rational model, often citing it as a promising or insightful approach.

InterestHigh interest

Posts demonstrate high curiosity, frequently mentioning the potential applications and the promising nature of the research.

EngagementHigh engagement

Many comments reference specific aspects of the study, including its implications for language processing and machine learning, indicating thoughtful engagement.

ImpactModerate impact

The discussions suggest that this research could influence future studies in cognitive science and computational linguistics, though some posts emphasize its preliminary or conceptual nature.

Abstract in brief

The article discusses a unified theory that explains how humans process complex recursive language structures by balancing memory constraints and predictive expectations, using modern machine learning techniques.
It highlights that traditional models focusing solely on predictability or memory fall short in explaining the difficulty of understanding nested hierarchical language patterns; the new model accounts for this by integrating both factors.
Experimental results from English, Spanish, and German language tasks support the theory’s predictions, offering a computational approach to understanding the cognitive processes involved in language comprehension and production.]

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The Role of Surprisal in Reading Times

This video explores how syntactic surprisal influences reading times by examining studies that reveal the cognitive processing involved. We delve into works that show how anticipatory effects shape our understanding of…

Bright · Sep 13, 2023 215 views

おくさん/OKUSUN

@Astella6174 · X

記憶の制約が次の単語の予測の困難性を生み出していること、などを踏まえた新たなモデル。かなり精度が向上。 PNAS A resource-rational model of human processing of recursive linguistic structure https://t.co/vQxc7vW5Q6

Aug 12, 2023 · 1 like · 1,184 followers View post →

I.A.B

@IbanDlank · X

@EvelinaLeivada @vittoria_vd @GaryMarcus @ElliotMurphy91 @alexandersclark I think looking at, e.g., LLMs internal representations / next word prediction can give better insights into how they process sentences. For instance, it can model ppl’s processing of nested structures *very well*. 3/n https://t.co/joZ6EUmLwH

Feb 28, 2023 · 2,054 followers View post →

Tomoya Nakai

@TomNakai · X

Hahn et al., PNAS (2022) A resource-rational model of human processing of recursive linguistic structure https://t.co/xX4zG5UeJs

Jan 14, 2023 · 1 like · 942 followers View post →

Dr Imran Sheikh

@DrImranSheikh · X

A resource-rational model of human processing of recursive linguistic structure | Proceedings of the National Academy of Sciences https://t.co/bpC6VmYiXr https://t.co/SsUFwEZ0jd

Dec 23, 2022 · 24,143 followers View post →

Darío Bueno Vargas

@darogood · X

RT @NeuroscienceNew: “A resource-rational model of human processing of recursive linguistic structure” by Roger Levy et al. PNAS https://t…

Dec 22, 2022 · 1 share · 1,196 followers View post →

Neuroscience News

@NeuroscienceNew · X

“A resource-rational model of human processing of recursive linguistic structure” by Roger Levy et al. PNAS https://t.co/5VPFF48iQx

Dec 22, 2022 · 9 likes · 1 share · 505,855 followers View post →

Medical Xpress

@physorg_health · X

RT @medical_xpress: #Cognitivescientists develop new model explaining difficulty in language #comprehension @MIT @PNASNews https://t.co/Gd9…

Dec 22, 2022 · 10 shares · 7,101 followers View post →

Science X

@sciencex_com · X

RT @medical_xpress: #Cognitivescientists develop new model explaining difficulty in language #comprehension @MIT @PNASNews https://t.co/Gd9…

Dec 22, 2022 · 10 shares · 3,533 followers View post →

Phys.org

@physorg_com · X

RT @medical_xpress: #Cognitivescientists develop new model explaining difficulty in language #comprehension @MIT @PNASNews https://t.co/Gd9…

Dec 22, 2022 · 10 shares · 1,024,284 followers View post →

Medical Xpress

@medical_xpress · X

#Cognitivescientists develop new model explaining difficulty in language #comprehension @MIT @PNASNews https://t.co/Gd9zq05Kyj https://t.co/a0A3ZnzQm3

Dec 22, 2022 · 19 likes · 10 shares · 173,199 followers View post →

CSLI

@StanfordCSLI · X

RT @mcxfrank: A resource-rational model of human processing of recursive linguistic structure - exciting new modeling work unifying differe…

Dec 6, 2022 · 3 shares · 2,426 followers View post →

Yo Nakawake

@ynk_socpsy · X

RT @mcxfrank: A resource-rational model of human processing of recursive linguistic structure - exciting new modeling work unifying differe…

Dec 5, 2022 · 3 shares · 909 followers View post →

Michael C. Frank

@mcxfrank · X

Dec 5, 2022 · 18 likes · 3 shares · 14,279 followers View post →

Charotar Hub

@charotardaily · X

A resource-rational model of human processing of recursive linguistic structure https://t.co/UcVnyQFoWw

Oct 28, 2022 · 91 followers View post →

Matt Spike

@matspike · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 21, 2022 · 37 shares · 3,417 followers View post →

Łukasz Dębowski

@LukaszJDebowski · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 21, 2022 · 37 shares · 523 followers View post →

Nadhir Bentireche

@NBentireche · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 21, 2022 · 37 shares · 29 followers View post →

な bot

@NeuroNNNNN_bot · X

[PNAS] A resource-rational model of human processing of recursive linguistic structure https://t.co/BhMIggWEeg

Oct 20, 2022 · 26 followers View post →

Área de Lingüística General US

@lingsev · X

RT @abenitezburraco: The diificulties for processing nested recursive structures result from both expectation-related and memory-related is…

Oct 20, 2022 · 3 shares · 1,511 followers View post →

John Mansfield

@johnbasil · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 705 followers View post →

Doug Getty

@doug_getty_ · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 119 followers View post →

Thomas Morton

@ThomasMortonG · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 289 followers View post →

Magdalena Kachlicka @mkachlicka.bsky.social

@mkachlicka · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 940 followers View post →

Richard Futrell

@rljfutrell · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 2,112 followers View post →

Zhichao Xia

@xiazc · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 206 followers View post →

Michael C. Frank

@mcxfrank · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 14,279 followers View post →

Therfer

@therfer · X

RT @abenitezburraco: The diificulties for processing nested recursive structures result from both expectation-related and memory-related is…

Oct 20, 2022 · 3 shares · 1,647 followers View post →

A.Benítez-Burraco

@abenitezburraco · X

The diificulties for processing nested recursive structures result from both expectation-related and memory-related issues https://t.co/77fpbml90O https://t.co/lGwXcU4URW

Oct 20, 2022 · 6 likes · 3 shares · 5,844 followers View post →

Stephanie Chan

@scychan_brains · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 5,503 followers View post →

Lorenzo Pia

@lorenzopia · X

RT @leafs_s: Proceedings of the National Academy of Sciences A resource-rational model of human processing of recursive linguistic structu…

Oct 20, 2022 · 2 shares · 1,171 followers View post →

CLaE

@leafs_s · X

Proceedings of the National Academy of Sciences A resource-rational model of human processing of recursive linguistic structure https://t.co/99AnKk8gI1

Oct 20, 2022 · 8 likes · 2 shares · 28,228 followers View post →

Shira Tal

@tal_shira · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 277 followers View post →

Yevgeni Berzak

@whylikethis_ · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 941 followers View post →

Stephen Jones @stephen-jones.bsky.social

@SpkgOnTongues · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 288 followers View post →

Francisco M. Valada

@fmvalada · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 155 followers View post →

The Great Indian Drishti

@GrtIndicDrishti · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 40 followers View post →

.manufactured hearts

@anthrpomrphik · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 86 followers View post →

Gareth Roberts

@garicgymro · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 20, 2022 · 37 shares · 5,735 followers View post →

Clin Lai

@ialnilc · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 489 followers View post →

Felp

@felps_bra · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 253 followers View post →

Cory Shain

@coryshain · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 2,067 followers View post →

steven t. piantadosi

@spiantado · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 10,163 followers View post →

Tiwa Eisape

@tiwa_eisape · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 1,063 followers View post →

Satwik Bhattamishra

@satwik1729 · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 705 followers View post →

Carmen Saldana

@Hatorada · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 465 followers View post →

Phoebe Chen

@PhoebeHChen · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 116 followers View post →

Twiddled Words

@shitshoken · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 28 followers View post →

Patricia Llaneza

@PattyLlaneza · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 2,588 followers View post →

Neil Rathi

@neil_rathi · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 349 followers View post →

Tal Linzen

@tallinzen · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 18,188 followers View post →

MH Tessler

@mhtessler · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 1,919 followers View post →

I.A.B

@IbanDlank · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 2,054 followers View post →

Stefania Degaetano-Ortlieb

@OrtliebStefania · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 304 followers View post →

Ted Gibson, Language Lab MIT

@LanguageMIT · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 12,350 followers View post →

Roger Levy

@roger_p_levy · X

RT @mhahn29: New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3…

Oct 19, 2022 · 37 shares · 3,918 followers View post →

Michael Hahn

@mhahn29 · X

New paper with @LanguageMIT @roger_p_levy @rljfutrell on the comprehension of recursive syntax in language. https://t.co/RtD3xQfbpb

Oct 19, 2022 · 169 likes · 37 shares · 1,049 followers View post →

A resource-rational model of human processing of recursive linguistic structure.

Mentions per month

Where it's discussed

What people are saying

Abstract in brief

Top posts

All mentions

The Role of Surprisal in Reading Times