Bhuvana Narasimhan


2013

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Semantic Roles for Nominal Predicates: Building a Lexical Resource
Ashwini Vaidya | Martha Palmer | Bhuvana Narasimhan
Proceedings of the 9th Workshop on Multiword Expressions

2012

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Empty Argument Insertion in the Hindi PropBank
Ashwini Vaidya | Jinho D. Choi | Martha Palmer | Bhuvana Narasimhan
Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC'12)

This paper examines both linguistic behavior and practical implication of empty argument insertion in the Hindi PropBank. The Hindi PropBank is annotated on the Hindi Dependency Treebank, which contains some empty categories but not the empty arguments of verbs. In this paper, we analyze four kinds of empty arguments, *PRO*, *REL*, *GAP*, *pro*, and suggest effective ways of annotating these arguments. Empty arguments such as *PRO* and *REL* can be inserted deterministically; we present linguistically motivated rules that automatically insert these arguments with high accuracy. On the other hand, it is difficult to find deterministic rules to insert *GAP* and *pro*; for these arguments, we introduce a new annotation scheme that concurrently handles both semantic role labeling and empty category insertion, producing fast and high quality annotation. In addition, we present algorithms for finding antecedents of *REL* and *PRO*, and discuss why finding antecedents for some types of *PRO* is difficult.

2011

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Analysis of the Hindi Proposition Bank using Dependency Structure
Ashwini Vaidya | Jinho Choi | Martha Palmer | Bhuvana Narasimhan
Proceedings of the 5th Linguistic Annotation Workshop

2010

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Empty Categories in a Hindi Treebank
Archna Bhatia | Rajesh Bhatt | Bhuvana Narasimhan | Martha Palmer | Owen Rambow | Dipti Misra Sharma | Michael Tepper | Ashwini Vaidya | Fei Xia
Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10)

We are in the process of creating a multi-representational and multi-layered treebank for Hindi/Urdu (Palmer et al., 2009), which has three main layers: dependency structure, predicate-argument structure (PropBank), and phrase structure. This paper discusses an important issue in treebank design which is often neglected: the use of empty categories (ECs). All three levels of representation make use of ECs. We make a high-level distinction between two types of ECs, trace and silent, on the basis of whether they are postulated to mark displacement or not. Each type is further refined into several subtypes based on the underlying linguistic phenomena which the ECs are introduced to handle. This paper discusses the stages at which we add ECs to the Hindi/Urdu treebank and why. We investigate methodically the different types of ECs and their role in our syntactic and semantic representations. We also examine our decisions whether or not to coindex each type of ECs with other elements in the representation.

2009

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A Multi-Representational and Multi-Layered Treebank for Hindi/Urdu
Rajesh Bhatt | Bhuvana Narasimhan | Martha Palmer | Owen Rambow | Dipti Sharma | Fei Xia
Proceedings of the Third Linguistic Annotation Workshop (LAW III)