Exploring the potential of using ChatGPT for rhetorical move-step analysis: The impact of prompt refinement, few-shot learning, and fine-tuning

M Kim, X Lu - Journal of English for Academic Purposes, 2024 - Elsevier
Rhetorical move-step analysis has wielded considerable influence in the fields of English for
Academic/Specific Purposes. To explore the potential of using ChatGPT for automated move …

Brain and Cognitive Science Inspired Deep Learning: A Comprehensive Survey

Z Zhang, X Ding, X Liang, Y Zhou… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Deep learning (DL) is increasingly viewed as a foundational methodology for advancing
Artificial Intelligence (AI). However, its interpretability remains limited, and it often …

Is the pope catholic? yes, the pope is catholic. generative evaluation of non-literal intent resolution in LLMs

A Yerukola, S Vaduguru, D Fried… - Proceedings of the 62nd …, 2024 - aclanthology.org
Humans often express their communicative intents indirectly or non-literally, which requires
their interlocutors—human or AI—to understand beyond the literal meaning of words. While …

Do large language models understand conversational implicature–a case study with a Chinese sitcom

S Yue, S Song, X Cheng, H Hu - China National Conference on Chinese …, 2024 - Springer
Understanding the non-literal meaning of an utterance is critical for large language models
(LLMs) to become human-like social communicators. In this work, we introduce …

CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation

Y Shao, X Yao, X Qu, C Lin, S Wang, SW Huang… - ar** and Combining Tacit Knowledge
C Yang, P Chen, Q Huang - … of the 62nd Annual Meeting of the …, 2024 - aclanthology.org
Metaphors detection, as an important task in the field of NLP, has been receiving sustained
academic attention in recent years. Current researches focus supervised metaphors …

SCIENCE IS EXPLORATION: Computational Frontiers for Conceptual Metaphor Theory

RMM Hicke, RD Kristensen-McLachlan - arxiv preprint arxiv:2410.08991, 2024 - arxiv.org
Metaphors are everywhere. They appear extensively across all domains of natural
language, from the most sophisticated poetry to seemingly dry academic prose. A significant …

NLP Systems That Can't Tell Use from Mention Censor Counterspeech, but Teaching the Distinction Helps

K Gligoric, M Cheng, L Zheng, E Durmus… - arxiv preprint arxiv …, 2024 - arxiv.org
The use of words to convey speaker's intent is traditionally distinguished from themention'of
words for quoting what someone said, or pointing out properties of a word. Here we show …

How Are Metaphors Processed by Language Models? The Case of Analogies

J Boisson, A Ushio, H Borkakoty… - Proceedings of the …, 2024 - aclanthology.org
The ability to compare by analogy, metaphorically or not, lies at the core of how humans
understand the world and communicate. In this paper, we study the likelihood of metaphoric …