Mathbert: A pre-trained model for mathematical formula understanding
Large-scale pre-trained models like BERT, have obtained a great success in various Natural
Language Processing (NLP) tasks, while it is still a challenge to adapt them to the math …
Language Processing (NLP) tasks, while it is still a challenge to adapt them to the math …
Mathematical Information Retrieval: A Review
Mathematical formulas are commonly used to demonstrate theories and basic fundamentals
in the Science, Technology, Engineering, and Mathematics (STEM) domain. The burgeoning …
in the Science, Technology, Engineering, and Mathematics (STEM) domain. The burgeoning …
ICDAR 2019 CROHME+ TFD: Competition on recognition of handwritten mathematical expressions and typeset formula detection
We summarize the tasks, protocol, and outcome for the 6th Competition on Recognition of
Handwritten Mathematical Expressions (CROHME), which includes a new formula detection …
Handwritten Mathematical Expressions (CROHME), which includes a new formula detection …
Introduction to mathematical language processing: Informal proofs, word problems, and supporting tasks
Automating discovery in mathematics and science will require sophisticated methods of
information extraction and abstract reasoning, including models that can convincingly …
information extraction and abstract reasoning, including models that can convincingly …
ICFHR2016 CROHME: Competition on recognition of online handwritten mathematical expressions
This paper presents an overview of the 5th Competition on Recognition of Online
Handwritten Mathematical Expressions (CROHME). As in previous years, the main task is …
Handwritten Mathematical Expressions (CROHME). As in previous years, the main task is …
Overview of ARQMath 2020: CLEF lab on answer retrieval for questions on math
Abstract The ARQMath Lab at CLEF considers finding answers to new mathematical
questions among posted answers on a community question answering site (Math Stack …
questions among posted answers on a community question answering site (Math Stack …
Overview of arqmath-3 (2022): Third clef lab on answer retrieval for questions on math
This paper provides an overview of the third and final year of the Answer Retrieval for
Questions on Math (ARQMath-3) lab, run as part of CLEF 2022. ARQMath has aimed to …
Questions on Math (ARQMath-3) lab, run as part of CLEF 2022. ARQMath has aimed to …
Accelerating substructure similarity search for formula retrieval
Formula retrieval systems using substructure matching are effective, but suffer from slow
retrieval times caused by the complexity of structure matching. We present a specialized …
retrieval times caused by the complexity of structure matching. We present a specialized …
Structural similarity search for formulas using leaf-root paths in operator subtrees
We present a new search method for mathematical formulas based on Operator Trees
(OPTs) representing the application of operators to operands. Our method provides (1) a …
(OPTs) representing the application of operators to operands. Our method provides (1) a …
Mathematical Information Retrieval: Search and Question Answering
Mathematical information is essential for technical work, but its creation, interpretation, and
search are challenging. To help address these challenges, researchers have developed …
search are challenging. To help address these challenges, researchers have developed …