Large language models for education: A survey and outlook

S Wang, T Xu, H Li, C Zhang, J Liang, J Tang… - arxiv preprint arxiv …, 2024 - arxiv.org
The advent of Large Language Models (LLMs) has brought in a new era of possibilities in
the realm of education. This survey paper summarizes the various technologies of LLMs in …

[PDF][PDF] Automated Essay Scoring: A Survey of the State of the Art.

Z Ke, V Ng - IJCAI, 2019 - ijcai.org
Despite being investigated for over 50 years, the task of automated essay scoring continues
to draw a lot of attention in the natural language processing community in part because of its …

A large-scale comparison of human-written versus ChatGPT-generated essays

S Herbold, A Hautli-Janisz, U Heuer, Z Kikteva… - Scientific reports, 2023 - nature.com
ChatGPT and similar generative AI models have attracted hundreds of millions of users and
have become part of the public discourse. Many believe that such models will disrupt society …

Argument mining: A survey

J Lawrence, C Reed - Computational Linguistics, 2020 - direct.mit.edu
Argument mining is the automatic identification and extraction of the structure of inference
and reasoning expressed as arguments presented in natural language. Understanding …

Parsing argumentation structures in persuasive essays

C Stab, I Gurevych - Computational Linguistics, 2017 - direct.mit.edu
In this article, we present a novel approach for parsing argumentation structures. We identify
argument components using sequence labeling at the token level and apply a new joint …

Argumentation mining: State of the art and emerging trends

M Lippi, P Torroni - ACM Transactions on Internet Technology (TOIT), 2016 - dl.acm.org
Argumentation mining aims at automatically extracting structured arguments from
unstructured textual documents. It has recently become a hot topic also due to its potential in …

[PDF][PDF] Identifying argumentative discourse structures in persuasive essays

C Stab, I Gurevych - Proceedings of the 2014 conference on …, 2014 - aclanthology.org
In this paper, we present a novel approach for identifying argumentative discourse structures
in persuasive essays. The structure of argumentation consists of several components (ie …

[HTML][HTML] Enhancing argumentative writing with automated feedback and social comparison nudging

T Wambsganss, A Janson, JM Leimeister - Computers & Education, 2022 - Elsevier
The advantages offered by natural language processing (NLP) and machine learning
enable students to receive automated feedback on their argumentation skills, independent …

Argumentation mining in user-generated web discourse

I Habernal, I Gurevych - Computational linguistics, 2017 - direct.mit.edu
The goal of argumentation mining, an evolving research field in computational linguistics, is
to design methods capable of analyzing people's argumentation. In this article, we go …

A large-scale dataset for argument quality ranking: Construction and analysis

S Gretz, R Friedman, E Cohen-Karlik, A Toledo… - Proceedings of the AAAI …, 2020 - aaai.org
Identifying the quality of free-text arguments has become an important task in the rapidly
expanding field of computational argumentation. In this work, we explore the challenging …