Search Results for author: Aniket Pramanick

Found 5 papers, 1 papers with code

Discovering Knowledge Graph Schema from Short Natural Language Text via Dialog

no code implementations SIGDIAL (ACL) 2020 Subhasis Ghosh, Arpita Kundu, Aniket Pramanick, Indrajit Bhattacharya

For such mini-dialogs with response uncertainty, we propose a dialog strategy that looks to elicit the schema over as short a dialog as possible.

Active Learning Knowledge Graphs

A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why?

no code implementations22 May 2023 Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych

In this study, we propose a systematic framework for analyzing the evolution of research topics in a scientific field using causal discovery and inference techniques.

Causal Discovery

Joint Learning of Representations for Web-tables, Entities and Types using Graph Convolutional Network

no code implementations EACL 2021 Aniket Pramanick, Indrajit Bhattacharya

Existing approaches for table annotation with entities and types either capture the structure of table using graphical models, or learn embeddings of table entries without accounting for the complete syntactic structure.

Table annotation

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