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Labeled categories are learned faster, and are subsequently more robust than categories learned without labels. The label feedback hypothesis (Lupyan, 2012) accounts for these effects by introducing a word-driven top-down modulation of perceptual processes involved in categorization. By testing categorization flexibility with and without labels, we demonstrate the ways in which labels do and do not modulate category representations. In Experiment 1, transfer involved a change in selective attention, and results indicated that labels did not impact relearning. In Experiment 2, when transfer involved a change in the behavioral response to categories whose structures did not change, a reversal shift, learning the categories with labels speeded recovery. We take this finding as evidence that the augmentation of perceptual processes by words is on the one hand fairly weak without explicit reinforcement, but on the other allows for category representations to be more abstract, allowing greater flexibility in behavior.

Observing others in conversation is a common format for comprehending language, yet little work has been done to understand dialog comprehension. We tested whether overhearers use addressee backchannels as predictive cues for how to integrate information across speaker turns during comprehension of spontaneously produced collaborative narration. In Experiment 1, words that followed specific backchannels (e.g., really, oh) were recognized more slowly than words that followed either generic backchannels (e.g., uh huh, mhm) or pauses. In Experiment 2, we found that when the turn after the backchannel was a continuation of the narrative, specific backchannels prompted the fastest verification of prior information. When the turn after was an elaboration, they prompted the slowest, indicating that overhearers took specific backchannels as cues to integrate preceding talk with subsequent talk. These findings demonstrate that overhearers capitalize on the predictive relationship between backchannels and the development of speakers' talk, coordinating information across conversational roles.