AI-mediated communication: Definition, research agenda, and ethical considerations
Abstract We define Artificial Intelligence-Mediated Communication (AI-MC) as interpersonal
communication in which an intelligent agent operates on behalf of a communicator by …
communication in which an intelligent agent operates on behalf of a communicator by …
Delete, retrieve, generate: a simple approach to sentiment and style transfer
We consider the task of text attribute transfer: transforming a sentence to alter a specific
attribute (eg, sentiment) while preserving its attribute-independent content (eg, changing" …
attribute (eg, sentiment) while preserving its attribute-independent content (eg, changing" …
Dear sir or madam, may I introduce the GYAFC dataset: Corpus, benchmarks and metrics for formality style transfer
S Rao, J Tetreault - arXiv preprint arXiv:1803.06535, 2018 - arxiv.org
Style transfer is the task of automatically transforming a piece of text in one particular style
into another. A major barrier to progress in this field has been a lack of training and …
into another. A major barrier to progress in this field has been a lack of training and …
Controlling linguistic style aspects in neural language generation
J Ficler, Y Goldberg - arXiv preprint arXiv:1707.02633, 2017 - arxiv.org
Most work on neural natural language generation (NNLG) focus on controlling the content of
the generated text. We experiment with controlling several stylistic aspects of the generated …
the generated text. We experiment with controlling several stylistic aspects of the generated …
Finding microaggressions in the wild: A case for locating elusive phenomena in social media posts
Microaggressions are subtle, often veiled, manifestations of human biases. These uncivil
interactions can have a powerful negative impact on people by marginalizing minorities and …
interactions can have a powerful negative impact on people by marginalizing minorities and …
ASSET: A dataset for tuning and evaluation of sentence simplification models with multiple rewriting transformations
In order to simplify a sentence, human editors perform multiple rewriting transformations:
they split it into several shorter sentences, paraphrase words (ie replacing complex words or …
they split it into several shorter sentences, paraphrase words (ie replacing complex words or …
A review of human evaluation for style transfer
This paper reviews and summarizes human evaluation practices described in 97 style
transfer papers with respect to three main evaluation aspects: style transfer, meaning …
transfer papers with respect to three main evaluation aspects: style transfer, meaning …
A just and comprehensive strategy for using NLP to address online abuse
Online abusive behavior affects millions and the NLP community has attempted to mitigate
this problem by developing technologies to detect abuse. However, current methods have …
this problem by developing technologies to detect abuse. However, current methods have …
One AI does not fit all: A cluster analysis of the laypeople's perception of AI roles
Artificial intelligence (AI) applications have become an integral part of our society. However,
studying AI as one entity or studying idiosyncratic applications separately both have …
studying AI as one entity or studying idiosyncratic applications separately both have …
Semstyle: Learning to generate stylised image captions using unaligned text
Linguistic style is an essential part of written communication, with the power to affect both
clarity and attractiveness. With recent advances in vision and language, we can start to …
clarity and attractiveness. With recent advances in vision and language, we can start to …