A Large Language Model Approach to Educational Survey Feedback Analysis

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A Large Language Model Approach to Educational Survey Feedback Analysis

29 September 2023

Michael J. Parker

Caitlin Anderson

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Papers citing "A Large Language Model Approach to Educational Survey Feedback Analysis"

16 / 16 papers shown

Title
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG) Clayton Cohn Surya Rayala Caitlin Snyder J. Fonteles Shruti Jain ... Ashwin T S Namrata Srivastava Menton Deweese Angela Eeds Gautam Biswas RALM 98 0 0 22 May 2025
Beyond Text-to-Text: An Overview of Multimodal and Generative Artificial Intelligence for Education Using Topic Modeling Ville Heilala Roberto Araya Raija Hamalainen 68 4 0 24 Sep 2024
Extracting Self-Consistent Causal Insights from Users Feedback with LLMs and In-context Learning Sara Abdali Anjali Parikh Steve Lim Emre Kiciman 24 7 0 11 Dec 2023
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Emre Kıcıman Robert Osazuwa Ness Amit Sharma Chenhao Tan LRM ELM 132 281 0 28 Apr 2023
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning Petter Törnberg AI4MH 57 149 0 13 Apr 2023
HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face Yongliang Shen Kaitao Song Xu Tan Dongsheng Li Weiming Lu Yueting Zhuang MLLM 122 908 0 30 Mar 2023
Is ChatGPT better than Human Annotators? Potential and Limitations of ChatGPT in Explaining Implicit Hate Speech Fan Huang Haewoon Kwak Jisun An AI4MH 66 266 0 11 Feb 2023
Sentiment analysis and opinion mining on educational data: A survey T. Shaik Xiaohui Tao Christopher Dann Haoran Xie Yuante Li Linda Galligan 59 109 0 08 Feb 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 436 2,955 0 06 Oct 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 75 196 0 22 Sep 2022
TimeLMs: Diachronic Language Models from Twitter Daniel Loureiro Francesco Barbieri Leonardo Neves Luis Espinosa Anke Jose Camacho-Collados 108 262 0 08 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 843 9,644 0 28 Jan 2022
In Search of Ambiguity: A Three-Stage Workflow Design to Clarify Annotation Guidelines for Crowd Workers V. Pradhan M. Schaekermann Matthew Lease 71 12 0 04 Dec 2021
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 114 1,782 0 31 Jul 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 Aug 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 180 5,672 0 25 Jan 2019