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#CogSci

3 posts3 participants0 posts today
Jan D<p>MIT Encyclopedia of Cognitive Sciences is over 25 years old by now and totally not up-to-date, but it is still immensely enjoyable to read. <br>However, if you want something newer and openaccess, try <a href="https://oecs.mit.edu/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">oecs.mit.edu/</span><span class="invisible"></span></a> <br>(it sadly seems to lack some articles with relation to cultural anthropology)</p><p><a href="https://hci.social/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> <a href="https://hci.social/tags/OpenAccess" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenAccess</span></a> <a href="https://hci.social/tags/anthropology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>anthropology</span></a></p>
Nick Byrd, Ph.D.<p>How can we scale up the translation of ordinary sentences into formal <a href="https://nerdculture.de/tags/logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>logic</span></a>?</p><p>Bui et al. “introduce Text-JEPA (Text-based Joint-Embedding Predictive Architecture), …for converting natural language into first-order logic (NL2FOL).”</p><p><a href="https://doi.org/10.48550/arXiv.2507.20491" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.48550/arXiv.2507.20</span><span class="invisible">491</span></a></p><p><a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NLP</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a></p>
Tom Stafford<p>Newsletter, my latest installment in the "how to think about the new AI models" series on Reasonable People</p><p><a href="https://open.substack.com/pub/tomstafford/p/large-language-models-and-the-amazon" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">open.substack.com/pub/tomstaff</span><span class="invisible">ord/p/large-language-models-and-the-amazon</span></a></p><p><a href="https://mastodon.online/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://mastodon.online/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.online/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a></p>
Nick Byrd, Ph.D.<p>Are <a href="https://nerdculture.de/tags/languageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languageModels</span></a> vulnerable to <a href="https://nerdculture.de/tags/anchoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>anchoring</span></a> <a href="https://nerdculture.de/tags/bias" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bias</span></a>?</p><p>Huang et al. generated the <a href="https://nerdculture.de/tags/SynAnchors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SynAnchors</span></a> dataset to find out.</p><p>Anchoring was more common in shallower layers of models.</p><p>A reflective reasoning strategy was usually most helpful.</p><p><a href="https://doi.org/10.48550/arXiv.2505.15392" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.48550/arXiv.2505.15</span><span class="invisible">392</span></a></p><p><a href="https://nerdculture.de/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://nerdculture.de/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a></p>
Tom Stafford<p>Encouraged by the reaction to yesterday's (very short) post : <a href="https://tomstafford.substack.com/p/ai-will-be-the-biro-of-thought" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">tomstafford.substack.com/p/ai-</span><span class="invisible">will-be-the-biro-of-thought</span></a></p><p>I have a set of similar pre-baked talking points on how to make sense of the AI/LLM revolution, so this may be the first in a series</p><p><a href="https://mastodon.online/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.online/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a> <a href="https://mastodon.online/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ChatGPT</span></a> <a href="https://mastodon.online/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a></p>
Nick Byrd, Ph.D.<p>Do smaller <a href="https://nerdculture.de/tags/languageModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>languageModels</span></a> learn to reason better from longer chains of thought?</p><p>Luo et al. found<br>- Larger CoT data subsets didn't increase reflective reasoning (Figure 3)<br>- Accuracy didn't beat baseline until ≅32k CoT tokens (Figure 2)</p><p><a href="https://doi.org/10.48550/arXiv.2506.07712" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.48550/arXiv.2506.07</span><span class="invisible">712</span></a></p><p><a href="https://nerdculture.de/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a></p>
Nick Byrd, Ph.D.<p>What have papers about <a href="https://nerdculture.de/tags/cognitiveBias" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cognitiveBias</span></a> been focusing on since 2010?</p><p>Plenty of work on <a href="https://nerdculture.de/tags/behaviorChange" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>behaviorChange</span></a> or <a href="https://nerdculture.de/tags/visualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>visualization</span></a>.</p><p>But human-computer interaction (<a href="https://nerdculture.de/tags/HCI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HCI</span></a>) appeared in 2019 ...and became the plurality?</p><p><a href="https://doi.org/10.1145/3706598.3713450" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1145/3706598.3713450</span><span class="invisible"></span></a></p><p><a href="https://nerdculture.de/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://nerdculture.de/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>psychology</span></a> <a href="https://nerdculture.de/tags/CompSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CompSci</span></a> <a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a> <a href="https://nerdculture.de/tags/dataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataViz</span></a></p>
Nick Byrd, Ph.D.<p>At what point does giving <a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> examples of ideal reasoning fail to produce additional benefit?</p><p>With one popular <a href="https://nerdculture.de/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLM</span></a> analyzing clinical cases, improvement wasn't linear: accuracy peaked at around nine examples and then declined (on average).</p><p><a href="https://doi.org/10.1093/ehjdh/ztaf068" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1093/ehjdh/ztaf068</span><span class="invisible"></span></a></p><p><a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a> <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a></p>
Richard Dallaway<p>Sad news: “BODEN — Professor Margaret (Maggie) Boden, renowned cognitive scientist and long-time member of the University of Sussex, died peacefully in Brighton on 18th July 2025, aged 88.”</p><p><a href="https://www.theargus.co.uk/memorials/death-notices/death/30683058.margaret-maggie-boden/notice/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">theargus.co.uk/memorials/death</span><span class="invisible">-notices/death/30683058.margaret-maggie-boden/notice/</span></a></p><p> <a href="https://mastodon.green/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a></p>
Nick Byrd, Ph.D.<p>Mistaking meaningless claims like "Good <a href="https://nerdculture.de/tags/health" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>health</span></a> lends subtle creativity to reality” for profound ideas is known as <a href="https://nerdculture.de/tags/bullshit" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bullshit</span></a> receptivity.</p><p>Susceptibility to such <a href="https://nerdculture.de/tags/BS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BS</span></a> was increased a bit by forcing people to quickly accept their initial impulse.</p><p><a href="https://doi.org/10.1080/20445911.2025.2517038" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1080/20445911.2025.</span><span class="invisible">2517038</span></a></p><p><a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a></p>
Nick Byrd, Ph.D.<p>🧵This week I'm posting about presentations from two cool events (over on Twitter): <a href="https://x.com/byrd_nick/status/1943219893291164057" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">x.com/byrd_nick/status/1943219</span><span class="invisible">893291164057</span></a></p><p>What are the events?<br>(1) The 1st Experimental Argument Analysis workshop<br>(2) The 5th European <a href="https://nerdculture.de/tags/ExperimentalPhilosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ExperimentalPhilosophy</span></a> <a href="https://nerdculture.de/tags/Conference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Conference</span></a></p><p><a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/xPhi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xPhi</span></a> <a href="https://nerdculture.de/tags/Linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Linguistics</span></a> <a href="https://nerdculture.de/tags/Psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Psychology</span></a> <a href="https://nerdculture.de/tags/Logic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Logic</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a> <a href="https://nerdculture.de/tags/teaching" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>teaching</span></a></p>
Nick Byrd, Ph.D.<p>📊🇨🇭 For the next couple days, I'm posting about talks and posters from the 2025 BioXPhi Summit in <a href="https://nerdculture.de/tags/Switzerland" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Switzerland</span></a>. Follow on <a href="https://nerdculture.de/tags/BlueSky" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BlueSky</span></a>: <a href="https://bsky.app/profile/byrdnick.com/post/3lsim7t6gq22t" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">bsky.app/profile/byrdnick.com/</span><span class="invisible">post/3lsim7t6gq22t</span></a></p><p>The <a href="https://nerdculture.de/tags/conference" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>conference</span></a> website: <a href="https://ibmb.unibas.ch/en/public-outreach/projects-to-the-public/basel-oxford-nus-bioxphi-summit-2025/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ibmb.unibas.ch/en/public-outre</span><span class="invisible">ach/projects-to-the-public/basel-oxford-nus-bioxphi-summit-2025/</span></a></p><p><a href="https://nerdculture.de/tags/bioethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bioethics</span></a> <a href="https://nerdculture.de/tags/xPhi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xPhi</span></a> <a href="https://nerdculture.de/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> <a href="https://nerdculture.de/tags/healthcare" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>healthcare</span></a> <a href="https://nerdculture.de/tags/policy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>policy</span></a> <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>psychology</span></a> <a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a></p>
Nick Byrd, Ph.D.<p><a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> reasoning models may seem to reason reflectively when they say things like, "Let me rethink that".</p><p>But do these "reflective" phrases predict better reasoning performance?</p><p>Not in <a href="https://nerdculture.de/tags/Deepseek" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Deepseek</span></a> R1 Zero: <a href="https://doi.org/10.48550/arXiv.2503.20783" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.48550/arXiv.2503.20</span><span class="invisible">783</span></a></p><p><a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/decisionScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>decisionScience</span></a> <a href="https://nerdculture.de/tags/processTracing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>processTracing</span></a> <a href="https://nerdculture.de/tags/psychology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>psychology</span></a></p>
Nick Byrd, Ph.D.<p>Can task-switching hinder decisions?</p><p>Switching between a reflection test and a fluid <a href="https://nerdculture.de/tags/IQ" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>IQ</span></a> test lowered optimal reflection test scores and completion compared to taking the tests separately (N = 80).</p><p>Bad news for <a href="https://nerdculture.de/tags/multitasking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multitasking</span></a>?</p><p><a href="https://ianburbidge.com/wp-content/uploads/2024/05/ian-burbidge-masters-dissertation-1.pdf" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ianburbidge.com/wp-content/upl</span><span class="invisible">oads/2024/05/ian-burbidge-masters-dissertation-1.pdf</span></a></p><p><a href="https://nerdculture.de/tags/productivity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>productivity</span></a> <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a></p>
Nick Byrd, Ph.D.<p>A <a href="https://nerdculture.de/tags/nudge" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>nudge</span></a> improves a decision environment.<br>A <a href="https://nerdculture.de/tags/boost" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>boost</span></a> improves a decision competency.</p><p>This paper argues against Sunstein's suggestion that boosts are thus educative or reflective (System 2) interventions.</p><p><a href="https://doi.org/10.1007/s11299-025-00324-1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1007/s11299-025-003</span><span class="invisible">24-1</span></a></p><p><a href="https://nerdculture.de/tags/BehavioralScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>BehavioralScience</span></a> <a href="https://nerdculture.de/tags/Policy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Policy</span></a> <a href="https://nerdculture.de/tags/PhilSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PhilSci</span></a> <a href="https://nerdculture.de/tags/CogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CogSci</span></a> <a href="https://nerdculture.de/tags/Edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Edu</span></a></p>
Nick Byrd, Ph.D.<p>🥳 Accepted in Res Philosophica</p><p>"Reflective" thinking is rife in <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> and the <a href="https://nerdculture.de/tags/history" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>history</span></a> of ideas.<br>But we lack a unified definition. <br>So I synthesized one.<br>Just 2 key factors.<br>Not just unifying, but useful!</p><p>Audiopaper: <a href="https://byrdnick.com/archives/28904/upon-reflection-ep-15-a-two-factor-explication-of-reflection" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">byrdnick.com/archives/28904/up</span><span class="invisible">on-reflection-ep-15-a-two-factor-explication-of-reflection</span></a></p><p>Preprint: <a href="https://osf.io/preprints/psyarxiv/d628j" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">osf.io/preprints/psyarxiv/d628</span><span class="invisible">j</span></a></p>
Nick Byrd, Ph.D.<p>Maybe @Dockers opted for the misspelled "TruTemp" <a href="https://nerdculture.de/tags/branding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>branding</span></a> because <a href="https://nerdculture.de/tags/philosophy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>philosophy</span></a> had already taken "Truetemp".</p><p>Aside: I recently published new data about <a href="https://nerdculture.de/tags/thoughtExperiments" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>thoughtExperiments</span></a> like Truetemp:<br>🔒 <a href="https://doi.org/10.1093/analys/anaf015" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1093/analys/anaf015</span><span class="invisible"></span></a><br>🔓 <a href="https://osf.io/preprints/psyarxiv/y8sdm" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">osf.io/preprints/psyarxiv/y8sd</span><span class="invisible">m</span></a></p><p><a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/xPhi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xPhi</span></a> <a href="https://nerdculture.de/tags/trademark" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>trademark</span></a> <a href="https://nerdculture.de/tags/marketing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>marketing</span></a></p>
Nick Byrd, Ph.D.<p>Can group work/discussion cultivate <a href="https://nerdculture.de/tags/criticalThinking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>criticalThinking</span></a>?</p><p>General <a href="https://nerdculture.de/tags/surgery" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>surgery</span></a> trainees randomly assigned to team-based learning (rather than traditional curricula) had better reflection test scores (n = 36).</p><p>🔓 Preprint: <a href="https://doi.org/10.21203/rs.3.rs-6439748/v1" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.21203/rs.3.rs-64397</span><span class="invisible">48/v1</span></a></p><p><a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a> <a href="https://nerdculture.de/tags/medicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medicine</span></a> <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/higherEd" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>higherEd</span></a> <a href="https://nerdculture.de/tags/teaching" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>teaching</span></a></p>
Nick Byrd, Ph.D.<p><a href="https://nerdculture.de/tags/AlgorithmAversion" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AlgorithmAversion</span></a> is a tendency to judge errors in automated decisions more harshly than errors in human decisions.</p><p>Telling people a decision is typically made by machines eliminated or even reversed the <a href="https://nerdculture.de/tags/bias" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bias</span></a>.</p><p>🔓 <a href="https://doi.org/10.1017/jdm.2025.8" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.1017/jdm.2025.8</span><span class="invisible"></span></a></p><p><a href="https://nerdculture.de/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://nerdculture.de/tags/cogSci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogSci</span></a> <a href="https://nerdculture.de/tags/xPhi" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>xPhi</span></a> <a href="https://nerdculture.de/tags/business" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>business</span></a> <a href="https://nerdculture.de/tags/edu" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>edu</span></a> <a href="https://nerdculture.de/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tech</span></a></p>
Antonio Lieto<p>📚 Publication News from CIIT Lab @ IJCAI 2025 Ijcai: <br>Last week, the paper “The Delta of Though: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations” by Antonio Lieto, Gian Luca Pozzato and Stefano Zoia has been accepted at the prestigious International Joint Conference on Artificial Intelligence (IJCAI 2025) that will be held in Montreal next August (16-22). </p><p>📝 Title: The Delta of Though: Channeling Rivers of Commonsense Knowledge in the Sea of Metaphorical Interpretations</p><p>🔍 Abstract:<br>We propose a system called METCL (Metaphor Elaboration in Typicality-Based Compositional Logic) able to generate and identify metaphors by using the TCL reasoning framework, specialized in human-like commonsense concept combination. We show thatMETCL is able to improve both state of-the-art Large Language Models (e.g DeepSeek-R1, GPT-4o, Qwen2.5-Max) and symbolic ones in the task of metaphor identification. Additionally,<br>we show how the metaphors generated by METCL are generally well accepted by human subjects.<br>The obtained results are encouraging and pave the way to research in automatic metaphor generation and comprehension based on the assumption that metaphors interpretation can be partially regarded as a categorization problem relying on generative commonsense concept combination.</p><p> <a href="https://fediscience.org/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://fediscience.org/tags/commonsensereasoning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>commonsensereasoning</span></a> <a href="https://fediscience.org/tags/conceptcombination" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>conceptcombination</span></a>, <a href="https://fediscience.org/tags/metaphor" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>metaphor</span></a> <a href="https://fediscience.org/tags/cogsci" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cogsci</span></a> <a href="https://fediscience.org/tags/computationalcreativity" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>computationalcreativity</span></a> </p><p>Link to the paper: <a href="https://lnkd.in/dqVpz74E" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">lnkd.in/dqVpz74E</span><span class="invisible"></span></a></p><p><span class="h-card" translate="no"><a href="https://a.gup.pe/u/cognition" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>cognition</span></a></span> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/academicchatter" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>academicchatter</span></a></span></p>
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