Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. - Dmitry Pavlov; Ramnath Balasubramanyan; Byron Dom; Shyam Kapur; Jignashu Parikh (KDD, 2004)

Activity-centred Search in Email. - Einat Minkov; Ramnath Balasubramanyan; William W. Cohen (CEAS, 2008)

From Episodes to Sagas: Understanding the News by Identifying Temporally Related Story Sequences. - Ramnath Balasubramanyan; Frank Lin; William W. Cohen; Matthew Hurst; Noah A. Smith (ICWSM, 2009)

From Tweets to Polls: Linking Text Sentiment to Public Opinion Time Series. - Brendan O'Connor 001; Ramnath Balasubramanyan; Bryan R. Routledge; Noah A. Smith (ICWSM, 2010)

Block-LDA: Jointly modeling entity-annotated text and entity-entity links. - Ramnath Balasubramanyan; William W. Cohen (SDM, 2011)

Evaluating Joint Modeling of Yeast Biology Literature and Protein-Protein Interaction Networks. - Ramnath Balasubramanyan; Kathryn Rivard; William W. Cohen; Jelena Jakovljevic; John L. Woolford (BioNLP@HLT-NAACL, 2012)

Characterizing user-subgroups in Flickr Group: A block LDA based approach. - Sumit Negi; Ramnath Balasubramanyan; Santanu Chaudhury (ICPR, 2012)

Modeling Polarizing Topics: When Do Different Political Communities Respond Differently to the Same News? - Ramnath Balasubramanyan; William W. Cohen; Douglas Pierce; David P. Redlawsk (ICWSM, 2012)

"w00t! feeling great today!": chatter in Twitter: identification and prevalence. - Ramnath Balasubramanyan; Aleksander Kolcz (ASONAM, 2013)

Inferring actor communities from videos. - Sumit Negi; Ramnath Balasubramanyan; Santanu Chaudhury (INTERSPEECH, 2013)

From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering. - Ramnath Balasubramanyan; Bhavana Bharat Dalvi; William W. Cohen (ECML/PKDD (2), 2013)

Regularization of Latent Variable Models to Obtain Sparsity. - Ramnath Balasubramanyan; William W. Cohen (SDM, 2013)

Discovering User-Communities and Associated Topics from YouTube. - Sumit Negi; Ramnath Balasubramanyan; Santanu Chaudhury (ICPR, 2014)

Block-LDA: Jointly Modeling Entity-Annotated Text and Entity-Entity Links. - Ramnath Balasubramanyan; William W. Cohen (Handbook of Mixed Membership Models and Their Applications, 2014)