Search Results for author: Prakash Krishnan

Found 2 papers, 0 papers with code

Logical Reasoning for Task Oriented Dialogue Systems

no code implementations ECNLP (ACL) 2022 Sajjad Beygi, Maryam Fazel-Zarandi, Alessandra Cervone, Prakash Krishnan, Siddhartha Reddy Jonnalagadda

We observe that transformer based models such as UnifiedQA-T5 can be fine-tuned to perform logical reasoning (such as numerical and categorical attributes' comparison) over attributes that been seen in training time (e. g., accuracy of 90\%+ for comparison of smaller than $k_{\max}$=5 values over heldout test dataset).

Logical Reasoning Synthetic Data Generation +1

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