432 citations
- Centre National de la Recherche ScientifiqueFR5 papers
- Istanbul Technical UniversityTR5 papers
- University of WolverhamptonGB4 papers
- Helmholtz-Zentrum Berlin für Materialien und EnergieDE3 papers
- Observatoire de ParisFR3 papers
- Queen's University BelfastGB3 papers
- Shanghai Ocean UniversityCN3 papers
- University of GlasgowGB3 papers
- Chinese Academy of SciencesCN2 papers
- Fudan UniversityCN2 papers
- Janssen (France)FR2 papers
- Laboratoire Univers et ThéoriesFR2 papers
8 papers · 1 filter
Interpretable Text Classification Applied to the Detection of LLM-generated Creative Writing
Minerva Suvanto, Andrea McGlinchey, Mattias Wahde +1
We consider the problem of distinguishing human-written creative fiction (excerpts from novels) from similar text generated by an LLM. Our results show that, while human observers…
Investigating Markers and Drivers of Gender Bias in Machine Translations
Peter J Barclay, Ashkan Sami
Implicit gender bias in Large Language Models (LLMs) is a well-documented problem, and implications of gender introduced into automatic translations can perpetuate real-world biase…
CAPE: Context-Aware Private Embeddings for Private Language Learning
Richard Plant, Dimitra Gkatzia, Valerio Giuffrida
Deep learning-based language models have achieved state-of-the-art results in a number of applications including sentiment analysis, topic labelling, intent classification and othe…
Underreporting of errors in NLG output, and what to do about it
Emiel van Miltenburg, Miruna-Adriana Clinciu, Ondřej Dušek +8
We observe a severe under-reporting of the different kinds of errors that Natural Language Generation systems make. This is a problem, because mistakes are an important indicator o…
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis
Kia Dashtipour, Mandar Gogate, Erik Cambria +1
Most recent works on sentiment analysis have exploited the text modality. However, millions of hours of video recordings posted on social media platforms everyday hold vital unstru…
Persuasive Dialogue Understanding: the Baselines and Negative Results
Hui Chen, Deepanway Ghosal, Navonil Majumder +2
Persuasion aims at forming one's opinion and action via a series of persuasive messages containing persuader's strategies. Due to its potential application in persuasive dialogue s…