Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt
Learning for Automatic Scoring in Science Education

Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt Learning for Automatic Scoring in Science Education

20 January 2023

Ninghao Liu

Papers citing "Matching Exemplar as Next Sentence Prediction (MeNSP): Zero-shot Prompt Learning for Automatic Scoring in Science Education"

14 / 14 papers shown

Title
Generating Planning Feedback for Open-Ended Programming Exercises with LLMs Mehmet Arif Demirtaş Claire Zheng Max Fowler Kathryn Cunningham LRM 31 1 0 11 Apr 2025
CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring Clayton Cohn Nicole M. Hutchins Ashwin T S Gautam Biswas LRM 41 0 0 03 Apr 2025
Unveiling Scoring Processes: Dissecting the Differences between LLMs and Human Graders in Automatic Scoring Xuansheng Wu Padmaja Pravin Saraf Gyeong-Geon Lee Ehsan Latif Ninghao Liu Xiaoming Zhai 55 4 0 24 Feb 2025
AI and Machine Learning for Next Generation Science Assessments Xiaoming Zhai 34 3 0 23 Apr 2024
Ophtha-LLaMA2: A Large Language Model for Ophthalmology Huan Zhao Qiang Ling Yi Pan Tianyang Zhong Jin-Yu Hu ... Zihao Wu Zheng Liu Xi Jiang Tianming Liu Yi Shao LM&MA 28 10 0 08 Dec 2023
Assessing Student Errors in Experimentation Using Artificial Intelligence and Large Language Models: A Comparative Study with Human Raters Arne Bewersdorff Kathrin Seßler Armin Baur Enkelejda Kasneci Claudia Nerdel 16 37 0 11 Aug 2023
AGI: Artificial General Intelligence for Education Ehsan Latif Gengchen Mai Matthew Nyaaba Xuansheng Wu Ninghao Liu Guoyu Lu Sheng R. Li Tianming Liu Xiaoming Zhai ELM AI4CE 30 22 0 24 Apr 2023
Automated Reading Passage Generation with OpenAI's Large Language Model Ummugul Bezirhan M. Davier AI4Ed 19 23 0 10 Apr 2023
A Survey of Graph Prompting Methods: Techniques, Applications, and Challenges Xuansheng Wu Kaixiong Zhou Mingchen Sun Xin Wang Ninghao Liu 51 12 0 13 Mar 2023
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Matthew Cer VLM LRM 137 277 0 15 Oct 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 805 0 14 Oct 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,120 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,587 0 21 Jan 2020