Assessing how hyperparameters impact Large Language Models' sarcasm detection performance

8 April 2025

Papers citing "Assessing how hyperparameters impact Large Language Models' sarcasm detection performance"

18 / 18 papers shown

Title
On Sarcasm Detection with OpenAI GPT-based Models Montgomery Gole Williams-Paul Nwadiugwu Andriy Miranskyy 39 9 0 07 Dec 2023
Linear Representations of Sentiment in Large Language Models Curt Tigges Oskar John Hollinsworth Atticus Geiger Neel Nanda MILM 31 87 0 23 Oct 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 290 11,858 0 18 Jul 2023
How is ChatGPT's behavior changing over time? Lingjiao Chen Matei A. Zaharia James Zou ELM KELM AI4MH 98 424 0 18 Jul 2023
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark Minje Choi Jiaxin Pei Sagar Kumar Chang Shu David Jurgens ALM LLMAG 84 72 0 24 May 2023
Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science Yida Mu Benze Wu William Thorne Ambrose Robinson Nikolaos Aletras Carolina Scarton Kalina Bontcheva Xingyi Song 38 18 0 23 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks Xuanting Chen Junjie Ye Can Zu Nuo Xu Rui Zheng Minlong Peng Jie Zhou Tao Gui Qi Zhang Xuanjing Huang AI4MH ELM 59 82 0 01 Mar 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models Aarohi Srivastava Abhinav Rastogi Abhishek Rao Abu Awal Md Shoeb Abubakar Abid ... Zhuoye Zhao Zijian Wang Zijie J. Wang Zirui Wang Ziyi Wu ELM 180 1,748 0 09 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 510 4,077 0 24 May 2022
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 743 41,932 0 28 May 2020
A Transformer-based approach to Irony and Sarcasm detection Rolandos Alexandros Potamias Georgios Siolas A. Stafylopatis 42 211 0 23 Nov 2019
Deep and Dense Sarcasm Detection Devin Pelser Hugh Murrell 31 8 0 18 Nov 2019
Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper) Santiago Castro Devamanyu Hazarika Verónica Pérez-Rosas Roger Zimmermann Rada Mihalcea Soujanya Poria 62 258 0 05 Jun 2019
Deep contextualized word representations for detecting sarcasm and irony Suzana Ilić Edison Marrese-Taylor Jorge A. Balazs Y. Matsuo 47 108 0 26 Sep 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,906 0 22 May 2017
A Large Self-Annotated Corpus for Sarcasm M. Khodak Nikunj Saunshi Kiran Vodrahalli 42 244 0 19 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 182 5,986 0 04 Mar 2017