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Social cues modulate the representations underlying cross-situational learning.

Kyle MacDonald1, Daniel Yurovsky1, Michael C Frank1

  • 1Department of Psychology, Stanford University, United States.

Cognitive Psychology
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Summary

Social cues, like eye gaze, help adults learn new words by reducing uncertainty. When social cues are reliable, learners focus on one word-meaning pair, but become more flexible when cues are less dependable.

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Language acquisitionSocial cuesStatistical learningWord learning

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Area of Science:

  • Cognitive Science
  • Developmental Psychology
  • Linguistics

Background:

  • Word learning in children occurs amidst numerous potential referents, necessitating inference under uncertainty.
  • Cross-situational statistical learning aggregates naming events but often overlooks social cues that reduce referential ambiguity.

Purpose of the Study:

  • To investigate how social cues influence cross-situational word learning in adults.
  • To determine the impact of referential uncertainty and social cue reliability on hypothesis tracking during word acquisition.

Main Methods:

  • Four large-scale experiments were conducted with adult participants.
  • Referential uncertainty was manipulated, and the effect of social cues (e.g., eye gaze) on word-referent mapping was assessed.
  • Learners' hypothesis storage (single vs. multiple) was analyzed under varying social cue strengths and reliability.

Main Results:

  • Social cues significantly shifted learners from tracking multiple hypotheses to storing a single word-referent mapping (Experiments 1 & 2).
  • Learners demonstrated sensitivity to the graded strength of social cues, storing multiple hypotheses when cues became less reliable (Experiment 3).
  • The presence of social cues led to fewer stored word-referent mappings, even with equivalent visual inspection time (Experiment 4).

Conclusions:

  • The representations supporting cross-situational word learning for concrete object labels are flexible.
  • In situations of higher uncertainty, learners adapt by storing a wider range of potential word-referent information.
  • Social cues play a crucial role in modulating the learning process, influencing hypothesis selection and the breadth of stored representations.