Coh-Metrix measures text characteristics at multiple levels of language and discourse

AC Graesser, DS McNamara, Z Cai… - The Elementary …, 2014 - journals.uchicago.edu
Coh-Metrix analyzes texts on multiple measures of language and discourse that are aligned
with multilevel theoretical frameworks of comprehension. Dozens of measures funnel into …

An empirical analysis of formality in online communication

E Pavlick, J Tetreault - … of the association for computational linguistics, 2016 - direct.mit.edu
This paper presents an empirical study of linguistic formality. We perform an analysis of
humans' perceptions of formality in four different genres. These findings are used to develop …

Deep formality: sentence formality prediction with deep learning

C Li, W Wang, B Balducci, L Hu… - 2022 IEEE 23rd …, 2022 - ieeexplore.ieee.org
Formality analysis is a very important task in natural language processing because formality
is a dimension of linguistic variation that language users draw on strategically to achieve …

Designing with AI for digital marketing

M Sinha, J Healey, T Sengupta - Adjunct publication of the 28th ACM …, 2020 - dl.acm.org
We present an interactive user interface that allows digital marketing professionals to have
real time access to insights from a back-end AI that predicts potential click-through rates of …

[PDF][PDF] A Large Corpus of Product Reviews in Portuguese: Tackling Out-Of-Vocabulary Words.

N Hartmann, L Avanço, PP Balage Filho, MS Duran… - LREC, 2014 - pedrobalage.com
Web 2.0 has allowed a never imagined communication boom. With the widespread use of
computational and mobile devices, anyone, in practically any language, may post comments …

[HTML][HTML] Computerized summary scoring: crowdsourcing-based latent semantic analysis

H Li, Z Cai, AC Graesser - Behavior Research Methods, 2018 - Springer
In this study we developed and evaluated a crowdsourcing-based latent semantic analysis
(LSA) approach to computerized summary scoring (CSS). LSA is a frequently used …

SQUINKY! A corpus of sentence-level formality, informativeness, and implicature

S Lahiri - arXiv preprint arXiv:1506.02306, 2015 - arxiv.org
We introduce a corpus of 7,032 sentences rated by human annotators for formality,
informativeness, and implicature on a 1-7 scale. The corpus was annotated using Amazon …

A new measure of text formality: An analysis of discourse of Mao Zedong

H Li, AC Graesser, M Conley, Z Cai, PI Pavlik… - Discourse …, 2016 - Taylor & Francis
Formality has long been of interest in the study of discourse, with periodic discussions of the
best measure of formality and the relationship between formality and text categories. In this …

Impact of pedagogical agents' conversational formality on learning and engagement

H Li, A Graesser - Artificial Intelligence in Education: 18th International …, 2017 - Springer
This study investigated the impact of pedagogical agents' conversational formality on
learning and engagement in a trialog-based intelligent tutoring system (ITS). Participants …

Impact of conversational formality on the quality and formality of written summaries

H Li, AC Graesser - Artificial Intelligence in Education: 21st International …, 2020 - Springer
This study investigated the impact of conversational agent formality on the quality of
summaries and formality of written summaries during the training session and on posttest in …