publications

2025

1. Biochemistry

   Structural Transitions of the Dehydrin Protein

   Aayush Sharma and others

   Biochemistry, 2025

   Abs Bib

   A spectroscopic study characterizing structural changes of the dehydrin protein under varying conditions.

   @article{sharma2025dehydrin,
     title = {Structural Transitions of the Dehydrin Protein},
     author = {Sharma, Aayush and others},
     journal = {Biochemistry},
     year = {2025}
   }

2022

1. ACL

   Trans-KBLSTM: An External Knowledge-enhanced Transformer BiLSTM for Tabular Reasoning

   Aayush Sharma and others

   In Proceedings of the Deep Learning Inside Out (DeeLIO) Workshop at ACL 2022, 2022

   Best Paper Award

   Awarded Abs Bib

   Best Paper Award

   An external-knowledge-enhanced Transformer + BiLSTM model for tabular reasoning, integrating knowledge-base signals into table understanding.

   @inproceedings{sharma2022transkblstm,
     title = {Trans-KBLSTM: An External Knowledge-enhanced Transformer BiLSTM for Tabular Reasoning},
     author = {Sharma, Aayush and others},
     booktitle = {Proceedings of the Deep Learning Inside Out (DeeLIO) Workshop at ACL 2022},
     year = {2022},
     address = {Dublin, Ireland},
     note = {Best Paper Award}
   }