Staff

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Vita

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Research

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Publications

Publication

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Journal article

Dwaipayan, Roy, Debasis Ganguly, Mandar Mitra, and Gareth J.F. Jones. 2018. "Estimating Gaussian Mixture Mod- els in the Local Neighbourhood of Embedded Word Vectors for Query Per- formance Prediction." Information Processing & Management (Volume 56, Issue 3): 1026-1045. doi: http://dx.doi.org/10.1016/j.ipm.2018.10.009.

Dwaipayan, Roy, Mandar Mitra, and Debasis Ganguly. 2018. "To Clean or not to Clean: Document Pre-processing and Reproducibility." ACM Journal of Data and Information Quality (Volume 56, Issue 3): 1026-1045. doi: http://dx.doi.org/10.1145/3242180.

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Contribution to edited volume

Dwaipayan, Roy, Sourav Saha, Mandar Mitra, Bihan Sen, and Debasis Ganguly. 2019. "I-REX: A Lucene Plugin for EXplainable IR." In CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management, edited by Wenwu Zhu, Dacheng Tao, and Xuegi Cheng, 2949–2952. New York: ACM. doi: http://dx.doi.org/10.1145/3357384.3357859.

Biswas, Chandan, Debasis Ganguly, Roy Dwaipayan, and Ujjwal Bhattacharya. 2019. "Privacy Preserving Approximate K-means Clustering." In CIKM '19 Proceedings of the 28th ACM International Conference on Information and Knowledge Management, edited by Wenwu Zhu, Dacheng Tao, and Xuegi Cheng, 1321–1330. New York: ACM. doi: http://dx.doi.org/10.1145/3357384.3357969.

Dwaipayan, Roy, Sumit Bhatia, and Mandar Mitra. 2019. "Selecting discriminative terms for relevance model." In SIGIR'19 Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, edited by Benjamin Piwowarski, Max Chevalier, and Eric Gaussier, 1253–1256. New York: ACM. doi: http://dx.doi.org/10.1145/3331184.3331357.

Dwaipayan, Roy, Debasis Ganguly, Sumit Bhatia, Srikanta Bedathur, and Mandar Mitra. 2018. "Using Word Embeddings for Information Retrieval: How Collection and Term Normalization Choices Affect Performance." 1835-1838. New York: ACM e.

Ganguly, Debasis, Haithem Afli, and Roy Dwaipayan. 2018. "Word Embedding based Semantic Cross-Lingual Document Alignment in Comparable Corpora.." 28-34. New York: ACM. doi: http://dx.doi.org/10.1145/3293339.3293346.

Dwaipayan, Roy. 2017. "An Improved Test Collection and Baselines for Bibliographic Citation Recommendation." doi: http://dx.doi.org/10.1145/3132847.3133085.

Dwaipayan, Roy. 2017. "Word Embedding based Approaches for Information Retrieval." doi: http://dx.doi.org/10.14236/ewic/FDIA2017.9.

Ganguly, Debasis, Roy Dwaipayan, Mandar Mitra, and Gareth J.F. Jones. 2016. "Word Embedding based Relevance Feedback using Kernel Density Estimation." 795-798. New York: ACM. doi: http://dx.doi.org/10.1145/2983323.2983750.

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Working and discussion paper