First Story Detection In TDT Is Hard. - James Allan; Victor Lavrenko; Hubert Jin (CIKM, 2000)

Language Models for Financial News Recommendation. - Victor Lavrenko; Matthew D. Schmill; Dawn J. Lawrie; Paul Ogilvie; David D. Jensen; James Allan (CIKM, 2000)

Relevance Feedback and Personalization: A Language Modeling Perspective. - W. Bruce Croft; Stephen Cronen-Townsend; Victor Lavrenko (DELOS, 2001)

Monitoring the News: a TDT demonstration system. - David Frey; Rahul Gupta; Vikas Khandelwal; Victor Lavrenko; Anton Leuski; James Allan (HLT, 2001)

Optimal Mixture Models in IR. - Victor Lavrenko (ECIR, 2002)

Cross-lingual relevance models. - Victor Lavrenko; Martin Choquette; W. Bruce Croft (SIGIR, 2002)

Polyphonic music modeling with random fields. - Victor Lavrenko; Jeremy Pickens (ACM Multimedia, 2003)

A Model for Learning the Semantics of Pictures. - Victor Lavrenko; R. Manmatha; Jiwoon Jeon (NIPS, 2003)

Automatic image annotation and retrieval using cross-media relevance models. - Jiwoon Jeon; Victor Lavrenko; R. Manmatha (SIGIR, 2003)

Music modeling with random fields. - Victor Lavrenko; Jeremy Pickens (SIGIR, 2003)

Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. - James Allan; Jay Aslam; Nicholas J. Belkin; Chris Buckley; James P. Callan; W. Bruce Croft; Susan T. Dumais; Norbert Fuhr; Donna Harman; David J. Harper; Djoerd Hiemstra; Thomas Hofmann 001; et al. (SIGIR Forum, 2003)

A month to topic detection and tracking in Hindi. - James Allan; Victor Lavrenko; Margaret E. Connell (ACM Trans. Asian Lang. Inf. Process., 2003)

Multiple Bernoulli Relevance Models for Image and Video Annotation. - Shaolei Feng 001; Raghavan Manmatha; Victor Lavrenko (CVPR (2), 2004)

Holistic Word Recognition for Handwritten Historical Documents. - Victor Lavrenko; Toni M. Rath; R. Manmatha (DIAL, 2004)

Statistical models for automatic video annotation and retrieval. - Victor Lavrenko; Shaolei Feng 001; Raghavan Manmatha (ICASSP (3), 2004)

Language-specific models in multilingual topic tracking. - Leah S. Larkey; Fangfang Feng; Margaret E. Connell; Victor Lavrenko (SIGIR, 2004)

Formal multiple-bernoulli models for language modeling. - Donald Metzler; Victor Lavrenko; W. Bruce Croft (SIGIR, 2004)

A search engine for historical manuscript images. - Toni M. Rath; R. Manmatha; Victor Lavrenko (SIGIR, 2004)

Tracking dragon-hunters with language models. - Anton Leuski; Victor Lavrenko (CIKM, 2006)

Sentiment Retrieval using Generative Models. - Koji Eguchi; Victor Lavrenko (EMNLP, 2006)

Information Retrieval On Empty Fields. - Victor Lavrenko; Xing Yi; James Allan (HLT-NAACL, 2007)

Discovering Missing Values in Semi-Structured Databases. - Xing Yi; James Allan; Victor Lavrenko (RIAO, 2007)

Large Scale Book Annotation with Social Tags. - Sharon Givon; Victor Lavrenko (ICWSM, 2009)

Predicting social-tags for cold start book recommendations. - Sharon Givon; Victor Lavrenko (RecSys, 2009)

A Generative Theory of Relevance - Victor Lavrenko (Springer, 2009)

Fast query expansion using approximations of relevance models. - Marc-Allen Cartright; James Allan; Victor Lavrenko; Andrew McGregor 001 (CIKM, 2010)

Streaming First Story Detection with application to Twitter. - Sasa Petrovic; Miles Osborne; Victor Lavrenko (HLT-NAACL, 2010)

Introduction to probabilistic models in IR. - Victor Lavrenko (SIGIR, 2010)

Optimal Tag Sets for Automatic Image Annotation. - Sean Moran; Victor Lavrenko (BMVC, 2011)

RT to Win! Predicting Message Propagation in Twitter. - Sasa Petrovic; Miles Osborne; Victor Lavrenko (ICWSM, 2011)

Relevance Feedback between Web Search and the Semantic Web. - Harry Halpin; Victor Lavrenko (IJCAI, 2011)

Relevance feedback between hypertext and Semantic Web search: Frameworks and evaluation. - Harry Halpin; Victor Lavrenko (J. Web Semant., 2011)

The BladeMistress Corpus: From Talk to Action in Virtual Worlds. - Anton Leuski; Carsten Eickhoff; James Ganis; Victor Lavrenko (LREC, 2012)

Using paraphrases for improving first story detection in news and Twitter. - Sasa Petrovic; Miles Osborne; Victor Lavrenko (HLT-NAACL, 2012)

Variable Bit Quantisation for LSH. - Sean Moran; Victor Lavrenko; Miles Osborne (ACL (2), 2013)

Neighbourhood preserving quantisation for LSH. - Sean Moran; Victor Lavrenko; Miles Osborne (SIGIR, 2013)

I Wish I Didn't Say That! Analyzing and Predicting Deleted Messages in Twitter - Sasa Petrovic; Miles Osborne; Victor Lavrenko (CoRR, 2013)

Recency is good: expanding with fresh news improves event detection in Twitter. - Sasa Petrovic; Miles Osborne; Victor Lavrenko (Adv. Math. Commun., 2013)

Query-by-Example Image Retrieval using Visual Dependency Representations. - Desmond Elliott; Victor Lavrenko; Frank Keller (COLING, 2014)

Sparse Kernel Learning for Image Annotation. - Sean Moran; Victor Lavrenko (ICMR, 2014)

A sparse kernel relevance model for automatic image annotation. - Sean Moran; Victor Lavrenko (Int. J. Multim. Inf. Retr., 2014)

Tracking unbounded Topic Streams. - Dominik Wurzer; Victor Lavrenko; Miles Osborne (ACL (1), 2015)

Graph Regularised Hashing. - Sean Moran; Victor Lavrenko (ECIR, 2015)

Twitter-scale New Event Detection via K-term Hashing. - Dominik Wurzer; Victor Lavrenko; Miles Osborne (EMNLP, 2015)

Sampling Techniques for Streaming Cross Document Coreference Resolution. - Luke Shrimpton; Victor Lavrenko; Miles Osborne (HLT-NAACL, 2015)

Regularised Cross-Modal Hashing. - Sean Moran; Victor Lavrenko (SIGIR, 2015)

Spotting Rumors via Novelty Detection. - Yumeng Qin; Dominik Wurzer; Victor Lavrenko; Cunchen Tang (CoRR, 2016)

Randomised Relevance Model. - Dominik Wurzer; Miles Osborne; Victor Lavrenko (CoRR, 2016)

Counteracting Novelty Decay in First Story Detection. - Yumeng Qin; Dominik Wurzer; Victor Lavrenko; Cunchen Tang (ECIR, 2017)

On-Line New Event Detection and Tracking. - James Allan; Ron Papka; Victor Lavrenko (SIGIR Forum, 2017)

Relevance-Based Language Models. - Victor Lavrenko; W. Bruce Croft (SIGIR Forum, 2017)