Survey of cultural awareness in language models: Text and beyond

S Pawar, J Park, J Jin, A Arora, J Myung… - arXiv preprint arXiv …, 2024 - arxiv.org
Large-scale deployment of large language models (LLMs) in various applications, such as
chatbots and virtual assistants, requires LLMs to be culturally sensitive to the user to ensure …

BookNLP-fr, the French Versant of BookNLP. A Tailored Pipeline for 19th and 20th Century French Literature

F Mélanie-Becquet, J Barré, OC Seminck… - … Studies (CCLS 2024), 2024 - cnrs.hal.science
This paper presents BookNLP-fr: the adaptation to French of BookNLP, an existing NLP
pipeline tailored for literary texts in English. We provide an overview of the challenges …

Anti-stereotypical Predictive Text Suggestions Do Not Reliably Yield Anti-stereotypical Writing

C Baumler, H Daumé III - arXiv preprint arXiv:2409.20390, 2024 - arxiv.org
AI-based systems such as language models can replicate and amplify social biases
reflected in their training data. Among other questionable behavior, this can lead to LM …

Secret Use of Large Language Model (LLM)

Z Zhang, C Shen, B Yao, D Wang, T Li - arXiv preprint arXiv:2409.19450, 2024 - arxiv.org
The advancements of Large Language Models (LLMs) have decentralized the responsibility
for the transparency of AI usage. Specifically, LLM users are now encouraged or required to …

Disagreeable, Slovenly, Honest and Un-named Women? Investigating Gender Bias in English Educational Resources by Extending Existing Gender Bias Taxonomies

H Zhu, K Gao, F Xia, M Ostendorf - … of the 5th Workshop on Gender …, 2024 - aclanthology.org
Gender bias has been extensively studied in both the educational field and the Natural
Language Processing (NLP) field, the former using human coding to identify patterns …

Formulation Comparison for Timeline Construction using LLMs

K Hasegawa, N Kandukuri, S Holm… - arXiv preprint arXiv …, 2024 - arxiv.org
Constructing a timeline requires identifying the chronological order of events in an article. In
prior timeline construction datasets, temporal orders are typically annotated by either event …

Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts

C Chance, D Yin, D Wang, KW Chang - arXiv preprint arXiv:2310.10865, 2023 - arxiv.org
Recent studies show that traditional fairytales are rife with harmful gender biases. To help
mitigate these gender biases in fairytales, this work aims to assess learned biases of …

CLAUSE-ATLAS: A Corpus of Narrative Information to Scale up Computational Literary Analysis

E Troiano, PTJM Vossen - Proceedings of the 2024 Joint …, 2024 - aclanthology.org
We introduce CLAUSE-ATLAS, a resource of XIX and XX century English novels annotated
automatically. This corpus, which contains 41,715 labeled clauses, allows to study stories as …

Narrativas no sexistas para la infancia e inteligencia artificial. Estudio de aplicaciones para una educación inclusiva

F Azevedo, CF Boo, M Neira-Rodríguez - La Palabra, 2024 - revistas.uptc.edu.co
Con el frenético avance de la inteligencia artificial (IA), se ponen de manifiesto las múltiples
funcionalidades que esta puede tener en distintos sectores, incluida la producción de …

[PDF][PDF] Social Bias Detection in Literary Texts, Leveraging Graph Representations

F Akkurt - 2024 - furkanakkurt1335.github.io
Linguistic expressions betray biases even if their producers are not cognizant of them. Let
alone malicious actors, even benign or ordinary people may be perpetuating biased …