2025
April
|
E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions.
Hongbo Zheng, Suyuan Wang, Neeraj Gangwar and Nickvash Kani.
Findings of the Association for Computational
Linguistics: NAACL 2025 .
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2025
April
|
Advancing Math Formula Search Using Diverse Structural and Symbolic Representations.
Sumedh Vemuganti, Ayu Seiya and Nickvash Kani.
The 47th European Conference on Information Retrieval (ECIR).
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2024
December
|
Intermediate Fine-Tuning Improves Mathematical Reasoning in Smaller Models.
Neeraj Gangwar, Suma Bhat and Nickvash Kani.
The 4th Workshop on Mathematical Reasoning and AI at NeurIPS'24.
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2024
December
|
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing.
Jiaru Zou, Qing Wang, Pratyush Thakur and Nickvash Kani.
The 4th Workshop on Mathematical Reasoning and AI at NeurIPS'24.
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2024
November
|
Mathematical Derivation Graphs: A Task for Summarizing Equation Dependencies in STEM Manuscripts.
Vishesh Prasad, Brian Kim and Nickvash Kani.
arXiv (Under review).
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2024
March
|
Semantic Representations of Mathematical Expressions in a Continuous Vector Space and Generation of Different but Mathematicallly Equivalent Expressions and Applications Thereof.
Nickvash Kani, Neeraj Gangwar and Hongbo Zheng.
US Patent Office.
|
2023
November
|
Factors that Influence Automatic Recognition of African-American Vernacular English in Machine-learning Models.
Emma Hamel and Nickvash Kani.
IEEE/ACM Transactions on Audio, Speech, and Language Processing.
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2023
September
|
Semantic Representations of Mathematical Expressions in a Continuous Vector Space.
Neeraj Gangwar and Nickvash Kani.
Transactions on Machine Learning Research.
|
2023
August
|
Highlighting Named Entities in Input for Auto-formulation of Optimization Problems.
Neeraj Gangwar and Nickvash Kani.
International Conference on Intelligent Computer Mathematics.
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2022
September
|
An Evaluation of NLP Methods to Extract Mathematical Token Descriptors.
Emma Hamel, Hongbo Zheng, and Nickvash Kani.
International Conference on Intelligent Computer Mathematics.
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