Trans-KBLSTM — knowledge-enhanced tabular reasoning

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}
   }