Kartik Asooja


2016

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Forecasting Emerging Trends from Scientific Literature
Kartik Asooja | Georgeta Bordea | Gabriela Vulcu | Paul Buitelaar
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16)

Text analysis methods for the automatic identification of emerging technologies by analyzing the scientific publications, are gaining attention because of their socio-economic impact. The approaches so far have been mainly focused on retrospective analysis by mapping scientific topic evolution over time. We propose regression based approaches to predict future keyword distribution. The prediction is based on historical data of the keywords, which in our case, are LREC conference proceedings. Considering the insufficient number of data points available from LREC proceedings, we do not employ standard time series forecasting methods. We form a dataset by extracting the keywords from previous year proceedings and quantify their yearly relevance using tf-idf scores. This dataset additionally contains ranked lists of related keywords and experts for each keyword.

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NUIG-UNLP at SemEval-2016 Task 1: Soft Alignment and Deep Learning for Semantic Textual Similarity
John Philip McCrae | Kartik Asooja | Nitish Aggarwal | Paul Buitelaar
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)

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A Study of Suggestions in Opinionated Texts and their Automatic Detection
Sapna Negi | Kartik Asooja | Shubham Mehrotra | Paul Buitelaar
Proceedings of the Fifth Joint Conference on Lexical and Computational Semantics

2015

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Non-Orthogonal Explicit Semantic Analysis
Nitish Aggarwal | Kartik Asooja | Georgeta Bordea | Paul Buitelaar
Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics

2014

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Exploring ESA to Improve Word Relatedness
Nitish Aggarwal | Kartik Asooja | Paul Buitelaar
Proceedings of the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014)

2012

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Using Cross-Lingual Explicit Semantic Analysis for Improving Ontology Translation
Kartik Asooja | Jorge Gracia | Nitish Aggarwal | Asunción Gómez Pérez
Proceedings of the Second Workshop on Applying Machine Learning Techniques to Optimise the Division of Labour in Hybrid MT

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DERI&UPM: Pushing Corpus Based Relatedness to Similarity: Shared Task System Description
Nitish Aggarwal | Kartik Asooja | Paul Buitelaar
*SEM 2012: The First Joint Conference on Lexical and Computational Semantics – Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012)