Search Results for author: Riyaz A. Bhat

Found 4 papers, 0 papers with code

Is My Model Using The Right Evidence? Systematic Probes for Examining Evidence-Based Tabular Reasoning

no code implementations2 Aug 2021 Vivek Gupta, Riyaz A. Bhat, Atreya Ghosal, Manish Shrivastava, Maneesh Singh, Vivek Srikumar

Our experiments demonstrate that a RoBERTa-based model, representative of the current state-of-the-art, fails at reasoning on the following counts: it (a) ignores relevant parts of the evidence, (b) is over-sensitive to annotation artifacts, and (c) relies on the knowledge encoded in the pre-trained language model rather than the evidence presented in its tabular inputs.

Language Modelling

Leveraging Newswire Treebanks for Parsing Conversational Data with Argument Scrambling

no code implementations WS 2017 Riyaz A. Bhat, Irshad Bhat, Dipti Sharma

We investigate the problem of parsing conversational data of morphologically-rich languages such as Hindi where argument scrambling occurs frequently.

A House United: Bridging the Script and Lexical Barrier between Hindi and Urdu

no code implementations COLING 2016 Riyaz A. Bhat, Irshad A. Bhat, Naman jain, Dipti Misra Sharma

With respect to text processing, addressing the differences between the Hindi and Urdu texts would be beneficial in the following ways: (a) instead of training separate models, their individual resources can be augmented to train single, unified models for better generalization, and (b) their individual text processing applications can be used interchangeably under varied resource conditions.

Dependency Parsing Part-Of-Speech Tagging +3

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