2025
April
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E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions.
Hongbo Zheng, Suyuan Wang, Neeraj Gangwar and Nickvash Kani.
In proceedings 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025) .
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2025
April
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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
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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
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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
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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.
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2023
November
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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
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Semantic Representations of Mathematical Expressions in a Continuous Vector Space.
Neeraj Gangwar and Nickvash Kani.
Transactions on Machine Learning Research.
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2023
August
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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
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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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