Search Results for author: Siddhartha Reddy Jonnalagadda

Found 2 papers, 1 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

Massive-scale Decoding for Text Generation using Lattices

1 code implementation NAACL 2022 Jiacheng Xu, Siddhartha Reddy Jonnalagadda, Greg Durrett

Conditional neural text generation models generate high-quality outputs, but often concentrate around a mode when what we really want is a diverse set of options.

Document Summarization Machine Translation +2

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