[HTML][HTML] Putting gpt-4o to the sword: A comprehensive evaluation of language, vision, speech, and multimodal proficiency

S Shahriar, BD Lund, NR Mannuru, MA Arshad… - Applied Sciences, 2024 - mdpi.com
As large language models (LLMs) continue to advance, evaluating their comprehensive
capabilities becomes significant for their application in various fields. This research study …

Argumentation, dialogue theory, and probability modeling: Alternative frameworks for argumentation research in education

EM Nussbaum - Educational Psychologist, 2011 - Taylor & Francis
Toulmin's model of argumentation, developed in 1958, has guided much argumentation
research in education. However, argumentation theory in philosophy and cognitive science …

Trustworthy LLMs: A survey and guideline for evaluating large language models' alignment

Y Liu, Y Yao, JF Ton, X Zhang, RGH Cheng… - arXiv preprint arXiv …, 2023 - arxiv.org
Ensuring alignment, which refers to making models behave in accordance with human
intentions [1, 2], has become a critical task before deploying large language models (LLMs) …

Grounded theory and theoretical coding

R Thornberg, K Charmaz - The SAGE handbook of qualitative data …, 2014 - torrossa.com
BACKGROUND Grounded theory (GT) is a research approach in which data collection and
analysis take place simultaneously. Each part informs the other, in order to construct …

[图书][B] Developmental evaluation: Applying complexity concepts to enhance innovation and use

MQ Patton - 2010 - books.google.com
Developmental evaluation (DE) offers a powerful approach to monitoring and supporting
social innovations by working in partnership with program decision makers. In this book …

[HTML][HTML] GPT-3.5, GPT-4, or BARD? Evaluating LLMs reasoning ability in zero-shot setting and performance boosting through prompts

JL Espejel, EH Ettifouri, MSY Alassan… - Natural Language …, 2023 - Elsevier
Abstract Large Language Models (LLMs) have exhibited remarkable performance on
various Natural Language Processing (NLP) tasks. However, there is a current hot debate …

Abductive theory construction

C Janiszewski… - Journal of consumer …, 2022 - Wiley Online Library
Consumer research is characterized by two types of research contributions: qualitative
researchers propose original theory and quantitative researchers test existing theory. We …

Perspective—Discovery within validation logic: Deliberately surfacing, complementing, and substituting abductive reasoning in hypothetico-deductive inquiry

K Behfar, GA Okhuysen - Organization Science, 2018 - pubsonline.informs.org
We propose a more explicit role for abductive reasoning, or the development of initial
explanation, in hypothetico-deductive (HD) inquiry. We begin by describing the roots of …

On acting and knowing: How pragmatism can advance international relations research and methodology

J Friedrichs, F Kratochwil - International organization, 2009 - cambridge.org
This article moves from deconstruction to reconstruction in research methodology. It
proposes pragmatism as a way to escape from epistemological deadlock. We first show that …

[图书][B] Defending qualitative research: Design, analysis, and textualization

M Cardano - 2020 - taylorfrancis.com
Focussing on the phases of qualitative research which precede and follow fieldwork–design,
analysis, and textualization–this book offers new theoretical tools to tackle one of the most …