Evidence map›Paper›PMID 31964811›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Universals of word order reflect optimization of grammars for efficient communication.

Michael Hahn, Dan Jurafsky, Richard Futrell

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. Word reuse and combination support efficient communication of emerging concepts.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  3. Review
  4. Article
  5. Crosslinguistic word order variation reflects evolutionary pressures of dependency and information locality.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  6. Schrödinger's tree-On syntax and neural language models.Frontiers in artificial intelligence · 2022
    Review
  7. A Reappraisal of Dependency Length Minimization as a Linguistic Universal.Open mind : discoveries in cognitive science · 2022
    Article
  8. The forms and meanings of grammatical markers support efficient communication.Proceedings of the National Academy of Sciences of the United States of America · 2021
    Article
  9. Article
  10. Article
  11. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Michael HahnDepartment of Linguistics, Stanford University, Stanford, CA 94305; mhahn2@stanford.edu.
Dan JurafskyDepartment of Linguistics, Stanford University, Stanford, CA 94305.
Richard FutrellDepartment of Language Science, University of California, Irvine, CA 92697.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The universal properties of human languages have been the subject of intense study across the language sciences. We report computational and corpus evidence for the hypothesis that a prominent subset of these universal properties-those related to word order-result from a process of optimization for efficient communication among humans, trading off the need to reduce complexity with the need to reduce ambiguity. We formalize these two pressures with information-theoretic and neural-network models of complexity and ambiguity and simulate grammars with optimized word-order parameters on large-scale data from 51 languages. Evolution of grammars toward efficiency results in word-order patterns that predict a large subset of the major word-order correlations across languages.

Indexed as

LanguageCognitionCommunicationGeneralization, PsychologicalHumansLanguage DevelopmentLinguisticsNeural Networks, Computercomputational linguisticslanguage processinglanguage universals

Identifiers

PMID31964811
PMCPMC7007543

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.