no code implementations • LREC 2022 • Yash Verma, Anubhav Jangra, Sriparna Saha, Adam Jatowt, Dwaipayan Roy
Keyword extraction is an integral task for many downstream problems like clustering, recommendation, search and classification.
no code implementations • 15 Apr 2024 • Aman Sinha, Priyanshu Raj Mall, Dwaipayan Roy
In this study, we address the issue of reproducibility and seek to validate query generation methods by comparing retrievability scores generated from artificially generated queries to those derived from query logs.
no code implementations • 17 Nov 2023 • Aman Sinha, Priyanshu Raj Mall, Dwaipayan Roy
Metrics such as PageRank, Hub, and Authority illuminate the pathways through which documents can be discovered within the network of content while the concept of Retrievability is used to quantify the ease with which a document can be found by a retrieval model.
no code implementations • 18 Oct 2023 • Subinay Adhikary, Sagnik Das, Sagnik Saha, Procheta Sen, Dwaipayan Roy, Kripabandhu Ghosh
The escalating number of pending cases is a growing concern world-wide.
no code implementations • 14 Oct 2023 • Aman Sinha, Priyanshu Raj Mall, Dwaipayan Roy
The overwhelming volume of data generated and indexed by search engines poses a significant challenge in retrieving documents from the index efficiently and effectively.
no code implementations • 27 Mar 2023 • Dwaipayan Roy, Zeljko Carevic, Philipp Mayr
In this paper, we investigate the retrievability in an integrated search system consisting of items from various categories, particularly focussing on datasets, publications \ijdl{and variables} in a real-life Digital Library (DL).
no code implementations • 18 May 2022 • Satvik Garg, Dwaipayan Roy
In recent years, Knowledge Graph (KG) development has attracted significant researches considering the applications in web search, relation prediction, natural language processing, information retrieval, question answering to name a few.
no code implementations • 2 May 2022 • Dwaipayan Roy, Zeljko Carevic, Philipp Mayr
In this paper, we investigate the retrievability of datasets and publications in a real-life Digital Library (DL).
no code implementations • 8 Jun 2021 • Thomas Krämer, Zeljko Carevic, Dwaipayan Roy, Claus-Peter Klas, Philipp Mayr
For the demonstration, ConSTR is built on the arXiv, an academic repository consisting of 1. 8 million documents.
no code implementations • 4 Jun 2020 • Zeljko Carevic, Dwaipayan Roy, Philipp Mayr
Amongst others, we report our findings of dataset retrieval sessions with respect to query characteristics, interaction sequences and topical drift within 65, 000 unique sessions.
no code implementations • LREC 2020 • Dwaipayan Roy, Sumit Bhatia, Prateek Jain
Wikipedia is the largest web-based open encyclopedia covering more than three hundred languages.
no code implementations • 14 Apr 2020 • Suraj Agrawal, Dwaipayan Roy, Mandar Mitra
We model Point of Interest-based on tag embedding and also model the users (user profile) based on the Point Of Interest rated by them.