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Pranav Nair

2 accepted papers

2023

Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization

ACL 2023findings

Domain generalization is hitherto an underexplored area applied in abstractive summarization. Moreover, most existing works on domain generalization have sophisticated training algorithms. In this paper, we propose a lightweight, weight averaging based, Domain Aligned Prefix Averaging approach to do…

2023

The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing

ACL 2023findings

In this work, we analyse the role of output vocabulary for text-to-text (T2T) models on the task of SPARQL semantic parsing. We perform experiments within the the context of knowledge graph question answering (KGQA), where the task is to convert questions in natural language to the SPARQL query lang…