A noisy-channel approach to depth-charge illusions

The "depth-charge" sentence, No head injury is too trivial to be ignored, is often interpreted as "no matter how trivial head injuries are, we should not ignore them" while the literal meaning is the opposite - "we should ignore them". Four decades of research have fail...

Full description

Bibliographic Details
Main Authors: Zhang, Yuhan, Ryskin, Rachel, Gibson, Edward
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:English
Published: Elsevier BV 2023
Online Access:https://hdl.handle.net/1721.1/148806
_version_ 1811097936148299776
author Zhang, Yuhan
Ryskin, Rachel
Gibson, Edward
author2 Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
author_facet Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Zhang, Yuhan
Ryskin, Rachel
Gibson, Edward
author_sort Zhang, Yuhan
collection MIT
description The "depth-charge" sentence, No head injury is too trivial to be ignored, is often interpreted as "no matter how trivial head injuries are, we should not ignore them" while the literal meaning is the opposite - "we should ignore them". Four decades of research have failed to resolve the source of this entrenched semantic illusion. Here we adopt the noisy-channel framework for language comprehension to provide a potential explanation. We hypothesize that depth-charge sentences result from inferences whereby comprehenders derive the interpretation by weighing the plausibility of possible readings of the depth-charge sentences against the likelihood of plausible sentences being produced with errors. In four experiments, we find that (1) the more plausible the intended meaning of the depth-charge sentence is, the more likely the sentence is to be misinterpreted; and (2) the higher the likelihood of our hypothesized noise operations, the more likely depth-charge sentences are to be misinterpreted. These results suggest that misinterpretation is affected by both world knowledge and the distance between the depth-charge sentence and a plausible alternative, which is consistent with the noisy-channel framework.
first_indexed 2024-09-23T17:07:20Z
format Article
id mit-1721.1/148806
institution Massachusetts Institute of Technology
language English
last_indexed 2024-09-23T17:07:20Z
publishDate 2023
publisher Elsevier BV
record_format dspace
spelling mit-1721.1/1488062024-03-08T04:09:32Z A noisy-channel approach to depth-charge illusions Zhang, Yuhan Ryskin, Rachel Gibson, Edward Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences The "depth-charge" sentence, No head injury is too trivial to be ignored, is often interpreted as "no matter how trivial head injuries are, we should not ignore them" while the literal meaning is the opposite - "we should ignore them". Four decades of research have failed to resolve the source of this entrenched semantic illusion. Here we adopt the noisy-channel framework for language comprehension to provide a potential explanation. We hypothesize that depth-charge sentences result from inferences whereby comprehenders derive the interpretation by weighing the plausibility of possible readings of the depth-charge sentences against the likelihood of plausible sentences being produced with errors. In four experiments, we find that (1) the more plausible the intended meaning of the depth-charge sentence is, the more likely the sentence is to be misinterpreted; and (2) the higher the likelihood of our hypothesized noise operations, the more likely depth-charge sentences are to be misinterpreted. These results suggest that misinterpretation is affected by both world knowledge and the distance between the depth-charge sentence and a plausible alternative, which is consistent with the noisy-channel framework. 2023-03-28T13:26:16Z 2023-03-28T13:26:16Z 2023-03 2023-03-28T13:04:18Z Article http://purl.org/eprint/type/JournalArticle https://hdl.handle.net/1721.1/148806 Zhang, Yuhan, Ryskin, Rachel and Gibson, Edward. 2023. "A noisy-channel approach to depth-charge illusions." Cognition, 232. en 10.1016/j.cognition.2022.105346 Cognition Creative Commons Attribution-NonCommercial-NoDerivs License http://creativecommons.org/licenses/by-nc-nd/4.0/ application/pdf Elsevier BV SSRN
spellingShingle Zhang, Yuhan
Ryskin, Rachel
Gibson, Edward
A noisy-channel approach to depth-charge illusions
title A noisy-channel approach to depth-charge illusions
title_full A noisy-channel approach to depth-charge illusions
title_fullStr A noisy-channel approach to depth-charge illusions
title_full_unstemmed A noisy-channel approach to depth-charge illusions
title_short A noisy-channel approach to depth-charge illusions
title_sort noisy channel approach to depth charge illusions
url https://hdl.handle.net/1721.1/148806
work_keys_str_mv AT zhangyuhan anoisychannelapproachtodepthchargeillusions
AT ryskinrachel anoisychannelapproachtodepthchargeillusions
AT gibsonedward anoisychannelapproachtodepthchargeillusions
AT zhangyuhan noisychannelapproachtodepthchargeillusions
AT ryskinrachel noisychannelapproachtodepthchargeillusions
AT gibsonedward noisychannelapproachtodepthchargeillusions