MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education

2 June 2021

Papers citing "MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education"

29 / 29 papers shown

Title
Detecting Instruction Fine-tuning Attack on Language Models with Influence Function Jiawei Li TDI AAML 47 0 0 12 Apr 2025
Autograding Mathematical Induction Proofs with Natural Language Processing Chenyan Zhao Mariana Silva Seth Poulsen AIMat 70 1 0 20 Feb 2025
KidLM: Advancing Language Models for Children -- Early Insights and Future Directions Mir Tafseer Nayeem Davood Rafiei ALM 39 3 0 04 Oct 2024
Fine-Tuning BERTs for Definition Extraction from Mathematical Text Lucy Horowitz Ryan Hathaway 30 0 0 19 Jun 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 44 29 0 16 Jun 2024
The Life Cycle of Large Language Models: A Review of Biases in Education Jinsook Lee Yann Hicke Renzhe Yu Christopher A. Brooks René F. Kizilcec AI4Ed 42 1 0 03 Jun 2024
G-SciEdBERT: A Contextualized LLM for Science Assessment Tasks in German Ehsan Latif Gyeong-Geon Lee Knut Neuman Tamara Kastorff Xiaoming Zhai 36 3 0 09 Feb 2024
MosaicBERT: A Bidirectional Encoder Optimized for Fast Pretraining Jacob P. Portes Alex Trott Sam Havens Daniel King Abhinav Venigalla Moin Nadeem Nikhil Sardana D. Khudia Jonathan Frankle 26 16 0 29 Dec 2023
Applying Large Language Models and Chain-of-Thought for Automatic Scoring Gyeong-Geon Lee Ehsan Latif Xuansheng Wu Ninghao Liu Xiaoming Zhai 42 89 0 30 Nov 2023
Prompt Cache: Modular Attention Reuse for Low-Latency Inference In Gim Guojun Chen Seung-seob Lee Nikhil Sarda Anurag Khandelwal Lin Zhong 42 76 0 07 Nov 2023
Fine-tuning ChatGPT for Automatic Scoring Ehsan Latif Xiaoming Zhai AI4MH 49 93 0 16 Oct 2023
Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference Zachary Levonian Chenglu Li Wangda Zhu Anoushka Gade Owen Henkel Millie-Ellen Postle Wanli Xing AI4Ed RALM 21 32 0 04 Oct 2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors Tung Phung Victor-Alexandru Pădurean J. Cambronero Sumit Gulwani Tobias Kohn R. Majumdar Adish Singla Gustavo Soares ALM ELM 34 74 0 29 Jun 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue M. Eremeev Ilya Valmianski X. Amatriain Anitha Kannan 45 5 0 06 Jun 2023
Modeling and Analyzing Scorer Preferences in Short-Answer Math Questions Mengxue Zhang Neil T. Heffernan Andrew S. Lan 14 0 0 01 Jun 2023
Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home Eda Okur Roddy Fuentes Alba Saurav Sahay L. Nachman 21 0 0 01 Jun 2023
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers Jordan Meadows Marco Valentino Damien Teney André Freitas 41 8 0 21 May 2023
Algebra Error Classification with Large Language Models Hunter McNichols Mengxue Zhang Andrew S. Lan 19 6 0 08 May 2023
BERT is not The Count: Learning to Match Mathematical Statements with Proofs Weixian Waylon Li Yftah Ziser Maximin Coavoux Shay B. Cohen AIMat 11 8 0 18 Feb 2023
Tree-Based Representation and Generation of Natural and Mathematical Language Alexander Scarlatos Andrew S. Lan 8 18 0 15 Feb 2023
From Robots to Books: An Introduction to Smart Applications of AI in Education (AIEd) Shubham Ojha Aditya Narendra Siddharth Mohapatra Ipsit Misra 14 11 0 11 Jan 2023
End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics Eda Okur Saurav Sahay Roddy Fuentes Alba L. Nachman 27 5 0 07 Nov 2022
Changes from Classical Statistics to Modern Statistics and Data Science Kai Zhang Shan-Yu Liu M. Xiong 34 0 0 30 Oct 2022
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding Wayne Xin Zhao Kun Zhou Zheng Gong Beichen Zhang Yuanhang Zhou Jing Sha Zhigang Chen Shijin Wang Cong Liu Ji-Rong Wen 36 19 0 13 Jun 2022
Automatic Short Math Answer Grading via In-context Meta-learning Mengxue Zhang Sami Baral Neil T. Heffernan Andrew S. Lan AI4Ed AIMat 15 25 0 30 May 2022
PhysNLU: A Language Resource for Evaluating Natural Language Understanding and Explanation Coherence in Physics Jordan Meadows Zili Zhou André Freitas AIMat 11 2 0 12 Jan 2022
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 70 3,886 0 27 Oct 2021
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding Shuai Peng Ke Yuan Liangcai Gao Zhi Tang AIMat 46 105 0 02 May 2021
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 302 31,280 0 16 Jan 2013