Are machine rationales (not) useful to humans? measuring and improving human utility of free-text rationales
Among the remarkable emergent capabilities of large language models (LMs) is free-text
rationalization; beyond a certain scale, large LMs are capable of generating seemingly …
rationalization; beyond a certain scale, large LMs are capable of generating seemingly …
[HTML][HTML] Evaluating everyday explanations
People frequently rely on explanations provided by others to understand complex
phenomena. A fair amount of attention has been devoted to the study of scientific …
phenomena. A fair amount of attention has been devoted to the study of scientific …
[HTML][HTML] Contextual utility affects the perceived quality of explanations
Are explanations of different kinds (formal, mechanistic, teleological) judged differently
depending on their contextual utility, defined as the extent to which they support the kinds of …
depending on their contextual utility, defined as the extent to which they support the kinds of …
[图书][B] Anti-intellectualism to Anti-rationalism to Post-truth Era: The Challenges for Higher Education
RJ Thompson - 2022 - books.google.com
Anti-intellectualism to Anti-rationalism to Post-truth Era: The Challenges for Higher
Education argues that emergence of the post-truth world is evidence that anti-intellectualism …
Education argues that emergence of the post-truth world is evidence that anti-intellectualism …
Making Up Our Minds: Imaginative Deconstruction in MathArt, 1920–Present
S Dobson, C Fields - 2024 - philpapers.org
The cognitive sciences tell us that the self is a construct. The visual arts illustrate this fact.
Mathematics give it full expression, abstracting the self to a Grothendieck site. This self is a …
Mathematics give it full expression, abstracting the self to a Grothendieck site. This self is a …
Central lobe epilepsy surgery–(functional) results and how to evaluate them
M van Offen, PC van Rijen, FS Leijten - Epilepsy research, 2017 - Elsevier
Object To evaluate whether central lobe epilepsy (CLE) surgery in the pericentral area
implies inevitable function loss and to determine how postsurgical functional outcomes are …
implies inevitable function loss and to determine how postsurgical functional outcomes are …
The basis for a neurobiological-associative model of personality and group cohesion: The evolutionary and system biological origins of social exclusion, hierarchy …
M Thomas - 2020 - preprints.org
By using a systems biological perspective and available literature on human social
interaction, grouping, and cohesiveness, a new coherent model is proposed that integrates …
interaction, grouping, and cohesiveness, a new coherent model is proposed that integrates …
[PDF][PDF] Measuring the Human Utility of Free-Text Rationales in Human-AI Collaboration
B Joshi, Z Liu, ZTACX Ren - openreview.net
Recently, there has been growing interest in using language models (LMs) for human-AI
collaboration. To explain their reasoning processes to humans, state-of-the-art LMs have …
collaboration. To explain their reasoning processes to humans, state-of-the-art LMs have …