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Virgil Pavlu
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- affiliation: Northeastern University, Boston, USA
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2020 – today
- 2024
- [i6]Debjyoti Saharoy, Javed A. Aslam, Virgil Pavlu:
Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification. CoRR abs/2410.23066 (2024) - 2021
- [c50]Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Improving Query Graph Generation for Complex Question Answering over Knowledge Base. EMNLP (1) 2021: 4201-4207 - 2020
- [i5]Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam:
A Complex KBQA System using Multiple Reasoning Paths. CoRR abs/2005.10970 (2020)
2010 – 2019
- 2019
- [c49]Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. NAACL-HLT (1) 2019: 3181-3190 - [c48]Cheng Li
, Virgil Pavlu, Javed A. Aslam, Bingyu Wang, Kechen Qin:
Learning to Calibrate and Rerank Multi-label Predictions. ECML/PKDD (3) 2019: 220-236 - [i4]Kechen Qin, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction. CoRR abs/1904.05829 (2019) - 2018
- [c47]Bingyu Wang, Cheng Li
A Pipeline for Optimizing F1-Measure in Multi-label Text Classification. ICMLA 2018: 913-918 - [i3]Jesse Anderton, Pavel Metrikov, Virgil Pavlu, Javed A. Aslam:
Measuring Human-perceived Similarity in Heterogeneous Collections. CoRR abs/1802.05929 (2018) - [i2]Jesse Anderton, Virgil Pavlu, Javed A. Aslam:
Revealing the Basis: Ordinal Embedding Through Geometry. CoRR abs/1805.07589 (2018) - 2017
- [i1]Bingyu Wang, Cheng Li, Virgil Pavlu, Javed A. Aslam:
Regularizing Model Complexity and Label Structure for Multi-Label Text Classification. CoRR abs/1705.00740 (2017) - 2016
- [c46]Matthew Ekstrand-Abueg, Richard McCreadie, Virgil Pavlu, Fernando Diaz:
A Study of Realtime Summarization Metrics. CIKM 2016: 2125-2130 - [c45]Cheng Li
An Empirical Study of Skip-Gram Features and Regularization for Learning on Sentiment Analysis. ECIR 2016: 72-87 - [c44]Cheng Li, Bingyu Wang, Virgil Pavlu, Javed A. Aslam:
Conditional Bernoulli Mixtures for Multi-label Classification. ICML 2016: 2482-2491 - [c43]Makoto P. Kato, Virgil Pavlu, Tetsuya Sakai, Takehiro Yamamoto, Hajime Morita:
Two-layered Summaries for Mobile Search: Does the Evaluation Measure Reflect User Preferences? EVIA@NTCIR 2016 - [c42]Makoto P. Kato, Tetsuya Sakai, Takehiro Yamamoto, Virgil Pavlu, Hajime Morita, Sumio Fujita:
Overview of the NTCIR-12 MobileClick-2 Task. NTCIR 2016 - 2015
- [c41]Pavel Metrikov, Virgil Pavlu, Javed A. Aslam:
Aggregation of Crowdsourced Ordinal Assessments and Integration with Learning to Rank: A Latent Trait Model. CIKM 2015: 1391-1400 - [c40]Javed A. Aslam, Fernando Diaz, Matthew Ekstrand-Abueg, Richard McCreadie, Virgil Pavlu, Tetsuya Sakai:
TREC 2015 Temporal Summarization Track Overview. TREC 2015 - 2014
- [c39]Makoto P. Kato, Matthew Ekstrand-Abueg, Virgil Pavlu, Tetsuya Sakai, Takehiro Yamamoto, Mayu Iwata:
Overview of the NTCIR-11 MobileClick Task. NTCIR 2014 - [c38]Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Richard McCreadie, Tetsuya Sakai:
TREC 2014 Temporal Summarization Track Overview. TREC 2014 - 2013
- [c37]Jesse Anderton
An analysis of crowd workers mistakes for specific and complex relevance assessment task. CIKM 2013: 1873-1876 - [c36]Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam:
Optimizing nDCG Gains by Minimizing Effect of Label Inconsistency. ECIR 2013: 760-763 - [c35]Pavel Metrikov, Jie Wu, Jesse Anderton
A Modification of LambdaMART to Handle Noisy Crowdsourced Assessments. ICTIR 2013: 31 - [c34]Makoto P. Kato, Matthew Ekstrand-Abueg, Virgil Pavlu, Tetsuya Sakai, Takehiro Yamamoto, Mayu Iwata:
Overview of the NTCIR-10 1CLICK-2 Task. NTCIR 2013 - [c33]Matthew Ekstrand-Abueg, Virgil Pavlu, Makoto P. Kato, Tetsuya Sakai, Takehiro Yamamoto, Mayu Iwata:
Exploring semi-automatic nugget extraction for Japanese one click access evaluation. SIGIR 2013: 749-752 - [c32]Maryam Bashir
A document rating system for preference judgements. SIGIR 2013: 909-912 - [c31]Matthew Ekstrand-Abueg, Virgil Pavlu, Javed A. Aslam:
Live nuggets extractor: a semi-automated system for text extraction and test collection creation. SIGIR 2013: 1087-1088 - [c30]Javed A. Aslam, Matthew Ekstrand-Abueg, Virgil Pavlu, Fernando Diaz, Tetsuya Sakai:
TREC 2013 Temporal Summarization. TREC 2013 - [c29]Maryam Bashir, Jesse Anderton, Virgil Pavlu, Javed A. Aslam:
Northeastern University Runs at the TREC13 Crowdsourcing Track. TREC 2013 - 2012
- [c28]Shahzad Rajput, Matthew Ekstrand-Abueg, Virgiliu Pavlu, Javed A. Aslam:
Constructing test collections by inferring document relevance via extracted relevant information. CIKM 2012: 145-154 - [c27]Keshi Dai, Virgiliu Pavlu, Evangelos Kanoulas
Extended Expectation Maximization for Inferring Score Distributions. ECIR 2012: 293-304 - [c26]Pavel Metrikov, Virgiliu Pavlu, Javed A. Aslam:
Impact of assessor disagreement on ranking performance. SIGIR 2012: 1091-1092 - [c25]Maryam Bashir, Jesse Anderton, Jie Wu, Matthew Ekstrand-Abueg, Peter B. Golbus, Virgil Pavlu, Javed A. Aslam:
Northeastern University Runs at the TREC12 Crowdsourcing Track. TREC 2012 - [c24]Virgiliu Pavlu, Shahzad Rajput, Peter B. Golbus, Javed A. Aslam:
IR system evaluation using nugget-based test collections. WSDM 2012: 393-402 - 2011
- [j1]Keshi Dai, Evangelos Kanoulas
Variational bayes for modeling score distributions. Inf. Retr. 14(1): 47-67 (2011) - [c23]Shahzad Rajput, Virgiliu Pavlu, Peter B. Golbus, Javed A. Aslam:
A nugget-based test collection construction paradigm. CIKM 2011: 1945-1948 - [c22]Evangelos Kanoulas
A large-scale study of the effect of training set characteristics over learning-to-rank algorithms. SIGIR 2011: 1243-1244 - 2010
- [c21]Evangelos Kanoulas
Score distribution models: assumptions, intuition, and robustness to score manipulation. SIGIR 2010: 242-249 - [c20]Ben Carterette, Evangelos Kanoulas
Reusable test collections through experimental design. SIGIR 2010: 547-554
2000 – 2009
- 2009
- [c19]Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas
If I Had a Million Queries. ECIR 2009: 288-300 - [c18]Evangelos Kanoulas
Modeling the Score Distributions of Relevant and Non-relevant Documents. ICTIR 2009: 152-163 - [c17]Javed A. Aslam, Evangelos Kanoulas
Document selection methodologies for efficient and effective learning-to-rank. SIGIR 2009: 468-475 - [c16]Ben Carterette, Virgiliu Pavlu, Hui Fang, Evangelos Kanoulas
Million Query Track 2009 Overview. TREC 2009 - [c15]Evangelos Kanoulas
Northeastern University in TREC 2009 Million Query Track. TREC 2009 - [c14]Shahzad Rajput, Evangelos Kanoulas
Northeastern University in the TREC 2009 Web Track. TREC 2009 - 2008
- [c13]Ben Carterette, Virgiliu Pavlu, Evangelos Kanoulas
Evaluation over thousands of queries. SIGIR 2008: 651-658 - [c12]James Allan, Javed A. Aslam, Virgil Pavlu, Evangelos Kanoulas
Million Query Track 2008 Overview. TREC 2008 - 2007
- [c11]Javed A. Aslam, Virgiliu Pavlu:
Query Hardness Estimation Using Jensen-Shannon Divergence Among Multiple Scoring Functions. ECIR 2007: 198-209 - [c10]James Allan, Ben Carterette, Blagovest Dachev, Javed A. Aslam, Virgiliu Pavlu, Evangelos Kanoulas
Million Query Track 2007 Overview. TREC 2007 - [c9]Javed A. Aslam, Virgiliu Pavlu, Olena Zubaryeva:
The Hedge Algorithm for Metasearch at TREC 2007. TREC 2007 - 2006
- [c8]Javed A. Aslam, Sergey Bratus, Virgiliu Pavlu:
Semi-supervised Data Organization for Interactive Anomaly Analysis. ICMLA 2006: 55-62 - [c7]Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz:
A statistical method for system evaluation using incomplete judgments. SIGIR 2006: 541-548 - [c6]Javed A. Aslam, Virgiliu Pavlu, Carlos Rei:
The Hedge Algorithm for Metasearch at TREC 2006. TREC 2006 - 2005
- [c5]Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu:
The maximum entropy method for analyzing retrieval measures. SIGIR 2005: 27-34 - [c4]Javed A. Aslam, Virgiliu Pavlu, Emine Yilmaz:
Measure-based metasearch. SIGIR 2005: 571-572 - [c3]Javed A. Aslam, Emine Yilmaz, Virgiliu Pavlu:
A geometric interpretation of r-precision and its correlation with average precision. SIGIR 2005: 573-574 - 2003
- [c2]Javed A. Aslam, Virgiliu Pavlu, Robert Savell:
A unified model for metasearch, pooling, and system evaluation. CIKM 2003: 484-491 - [c1]Javed A. Aslam, Virgiliu Pavlu, Robert Savell:
A unified model for metasearch and the efficient evaluation of retrieval systems via the hedge algorithm. SIGIR 2003: 393-394
Coauthor Index
aka: Jay Aslam
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