Enhancing Text Classification through LLM-Driven Active Learning and Human Annotation [PDF]
In the context of text classification, the financial burden of annotation exercises for creating training data is a critical issue. Active learning techniques, particularly those rooted in uncertainty sampling, offer a cost-effective solution by pinpointing the most instructive samples for manual annotation. Similarly, Large Language Models (LLMs) such
arxiv
Evaluation of Linguistics Students' Learning Outcomes in Peer Teaching Courses: The Effect of Altruistic and Egoistic Behaviors. [PDF]
Anosova N+4 more
europepmc +1 more source
Whose Morality Do They Speak? Unraveling Cultural Bias in Multilingual Language Models [PDF]
Large language models (LLMs) have become integral tools in diverse domains, yet their moral reasoning capabilities across cultural and linguistic contexts remain underexplored. This study investigates whether multilingual LLMs, such as GPT-3.5-Turbo, GPT-4o-mini, Llama 3.1, and MistralNeMo, reflect culturally specific moral values or impose dominant ...
arxiv
Computational linguistics based text emotion analysis using enhanced beetle antenna search with deep learning during COVID-19 pandemic. [PDF]
Alotaibi Y+3 more
europepmc +1 more source
A Working Memory Model of Sentence Processing as Binding Morphemes to Syntactic Positions. [PDF]
Keshev M+3 more
europepmc +1 more source
Is Word Order Responsive to Morphology? Disentangling Cause and Effect in Morphosyntactic Change in Five Western European Languages. [PDF]
Nijs J, Van de Velde F, Cuyckens H.
europepmc +1 more source
Study of Root Word Nests in World Linguistics from Various Aspects
Malahat Samadova
openalex +1 more source
Linguistic changes in spontaneous speech for detecting Parkinson's disease using large language models. [PDF]
Crawford JL.
europepmc +1 more source
Abstract In early childhood education many researchers and professionals across the world have embraced the United Nations Convention on the Rights of the Child's requirement to include young children in decisionāmaking. In the context of ongoing discussion about young children's capacity to share their views and opinions about matters affecting them ...
Laura Lundy+3 more
wiley +1 more source
The relative importance of peace of mind, grit, and classroom environment in predicting willingness to communicate among learners in multi-ethnic regions: a latent dominance analysis. [PDF]
Yin K, Zhou L.
europepmc +1 more source