Publications

2021

Mitigating the Position Bias of Transformer Models in Passage Re-Ranking

Inproceedings

Hofstätter, Sebastian; Lipani, Aldo; Althammer, Sophia; Zlabinger, Markus; Hanbury, Allan

2021.

Abstract | Links | BibTeX

Predicting non-residential building fire risk using geospatial information and convolutional neural networks

Journal Article

Anderson-Bell, Jake; Schillaci, Calogero; Lipani, Aldo

Remote Sensing Applications: Society and Environment, 21 , pp. 100470, 2021, ISBN: 2352-9385.

Abstract | Links | BibTeX

Evaluation metrics for measuring bias in search engine results

Journal Article

Gezici, Gizem; Lipani, Aldo; Saygin, Yucel; Yilmaz, Emine

Information Retrieval Journal, pp. 1–29, 2021, ISSN: 1386-4564.

Abstract | Links | BibTeX

Variational-LSTM autoencoder to forecast the spread of coronavirus across the globe

Journal Article

Ibrahim, Mohamed R; Haworth, James; Lipani, Aldo; Aslam, Nilufer; Cheng, Tao; Christie, Nicola

PLOS ONE, 16 (1), pp. 1-22, 2021.

Abstract | Links | BibTeX

Learning Neural Point Processes with Latent Graphs

Inproceedings

Zhang, Qiang; Lipani, Aldo; Yilmaz, Emine

Proceedings of the World Wide Web Conference, 2021.

Abstract | Links | BibTeX

New pedotransfer approaches to predict soil bulk density using WoSIS soil data and environmental covariates in Mediterranean agro-ecosystems

Journal Article

Schillaci, Calogero; Perego, Alessia; Valkama, Elena; Märker, Michael; Saia, Sergio; Veronesi, Fabio; Lipani, Aldo; Lombardo, Luigi; Tadiello, Tommaso; Gamper, Hannes A; Tedone, Luigi; Moss, Cami; Pareja-Serrano, Elena; Amato, Gabriele; Kühl, Kersten; Dămătîrcă, Claudia; Cogato, Alessia; Mzid, Nada; Eeswaran, Rasu; Rabelo, Marya; Sperandio, Giorgio; Bosino, Alberto; Bufalini, Margherita; Tunçay, Tülay; Ding, Jianqi; Fiorentini, Marco; Tiscornia, Guadalupe; Conradt, Sarah; Botta, Marco; Acutis, Marco

Science of The Total Environment, 780 , pp. 146609, 2021, ISSN: 0048-9697.

Abstract | Links | BibTeX

How Am I Doing?: Evaluating Conversational Search Systems Offline

Journal Article

Lipani, Aldo; Carterette, Ben; Yilmaz, Emine

ACM Transactions on Information Systems (TOIS), 2021.

Abstract | Links | BibTeX

Convolutional neural networks for water segmentation using sentinel-2 red, green, blue (RGB) composites and derived spectral indices

Journal Article

James, Thomas; Schillaci, Calogero; Lipani, Aldo

International Journal of Remote Sensing, 42 (14), pp. 5342-5369, 2021.

Abstract | Links | BibTeX

2020

A Multilinear Sampling Algorithm to Estimate Shapley Values

Inproceedings

Okhrati, Ramin; Lipani, Aldo

Proc. of ICPR, 2020.

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Predicting Engagement in Video Lectures

Inproceedings

Bulathwela, Sahan; Perez-Ortiz, Maria; Lipani, Aldo; Yilmaz, Emine; Shawe-Taylor, John

Proc. of EDM, 2020.

Abstract | Links | BibTeX

Self-Attentive Hawkes Processes

Inproceedings

Zhang, Qiang; Lipani, Aldo; Kirnap, Omer; Yilmaz, Emine

Proc. of ICML, 2020.

Abstract | Links | BibTeX

Easing Legal News Monitoring with Learning to Rank and BERT

Inproceedings

Sanchez, Luis; He, Jiyin; Manotumruksa, Jarana; Albakour, Dyaa; Martinez, Miguel; Lipani, Aldo

Proc. of ECIR, pp. 336–343, Springer International Publishing, Cham, 2020.

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Learning to Re-Rank with Contextualized Stopwords

Inproceedings

Hofstätter, Sebastian; Lipani, Aldo; Zlabinger, Markus; Hanbury, Allan

Proc. of CIKM, 2020.

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2019

FACTS-IR: Fairness, Accountability, Confidentiality, Transparency, and Safety in Information Retrieval

Journal Article

Roegiest, Adam; Lipani, Aldo; Beutel, Alex; Olteanu, Alexandra; Lucic, Ana; Stoica, Ana-Andreea; Das, Anubrata; Biega, Asia; Voorn, Bart; Hauff, Claudia; Spina, Damiano; Lewis, David; Oard, Douglas W; Yilmaz, Emine; Hasibi, Faegheh; Kazai, Gabriella; McDonald, Graham; Haned, Hinda; Ounis, Iadh; van der Linden, Ilse; Garcia-Gathright, Jean; Baan, Joris; Lau, Kamuela N; Balog, Krisztian; de Rijke, Maarten; Sayed, Mahmoud; Panteli, Maria; Sanderson, Mark; Lease, Matthew; Ekstrand, Michael D; Lahoti, Preethi; Kamishima, Toshihiro

SIGIR Forum, 53 (2), pp. 20–43, 2019.

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Fixed-Cost Pooling Strategies

Journal Article

Lipani, Aldo; Losada, David E; Zuccon, Guido; Lupu, Mihai

IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.

Abstract | Links | BibTeX

From a User Model for Query Sessions to Session Rank Biased Precision (sRBP)

Inproceedings

Lipani, Aldo; Carterette, Ben; Yilmaz, Emine

Proc. of ICTIR, 2019.

Abstract | Links | BibTeX

Reply-aided Detection of Misinformation via Bayesian Deep Learning

Inproceedings

Zhang, Qiang; Lipani, Aldo; Liang, Shangsong; Yilmaz, Emine

Proc. of WWW, 2019.

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From Stances’ Imbalance to Their Hierarchical Representation and Detection

Inproceedings

Zhang, Qiang; Liang, Shangsong; Lipani, Aldo; Ren, Zhaochun; Yilmaz, Emine

Proc. of WWW, 2019.

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On Biases in Information Retrieval Models and Evaluation

Journal Article

Lipani, Aldo

SIGIR Forum, 52 (2), 2019.

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On the Learnability of Software Router Performance via CPU Measurements

Inproceedings

Shelbourne, Charles; Linguaglossa, Leonardo; Lipani, Aldo; Zhang, Tianzhu; Geyer, Fabien

Proc. of CoNEXT, pp. 23–25, Association for Computing Machinery, Orlando, FL, USA, 2019, ISBN: 9781450370066.

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2018

On Biases in Information Retrieval Models and Evaluation

PhD Thesis

Lipani, Aldo

TU Wien, 2018.

Abstract | Links | BibTeX

A Systematic Approach to Normalization in Probabilistic Models

Journal Article

Lipani, Aldo; Roelleke, Thomas; Lupu, Mihai; Hanbury, Allan

Information Retrieval Journal, 2018.

Abstract | Links | BibTeX

2017

Fixed-Cost Pooling Strategies Based on IR Evaluation Measures

Inproceedings

Lipani, Aldo; Palotti, Joao; Lupu, Mihai; Piroi, Florina; Zuccon, Guido; Hanbury, Allan

Proc. of ECIR, 2017.

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Visual Pool: A Tool to Visualize and Interact with the Pooling Method

Inproceedings

Lipani, Aldo; Lupu, Mihai; Hanbury, Allan

Proc. of SIGIR, 2017.

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Fixed Budget Pooling Strategies Based on Fusion Methods

Inproceedings

Lipani, Aldo; Lupu, Mihai; Palotti, Joao; Zuccon, Guido; Hanbury, Allan

Proc. of SAC, 2017.

Abstract | Links | BibTeX

Spatio-temporal topsoil organic carbon mapping of a semi-arid Mediterranean region: The role of land use, soil texture, topographic indices and the influence of remote sensing data to modelling

Journal Article

Schillaci, Calogero; Acutis, Marco; Lombardo, Luigi; Lipani, Aldo; Fantappiè, Maria; Märker, Michael; Saia, Sergio

Science of The Total Environment, 601-602 , 2017.

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2016

Fairness in Information Retrieval

Inproceedings

Lipani, Aldo

Proc. of SIGIR, 2016.

Links | BibTeX

The Solitude of Relevant Documents in the Pool

Inproceedings

Lipani, Aldo; Lupu, Mihai; Kanoulas, Evangelos; Hanbury, Allan

Proc. of CIKM, 2016.

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The Curious Incidence of Bias Corrections in the Pool

Inproceedings

Lipani, Aldo; Lupu, Mihai; Hanbury, Allan

Proc. of ECIR, 2016.

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The Impact of Fixed-Cost Pooling Strategies on Test Collection Bias

Inproceedings

Lipani, Aldo; Zuccon, Guido; Lupu, Mihai; Koopman, Bevan; Hanbury, Allan

Proc. of ICTIR, 2016.

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2015

DASyR(IR) - Document Analysis System for Systematic Reviews (in Information Retrieval)

Inproceedings

Piroi, Florina; Lipani, Aldo; Lupu, Mihai; Hanbury, Allan

Proc. of ICDAR, 2015.

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Verboseness Fission for BM25 Document Length Normalization

Inproceedings

Lipani, Aldo; Lupu, Mihai; Hanbury, Allan; Aizawa, Akiko

Proc. of ICTIR, 2015.

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An Initial Analytical Exploration of Retrievability

Inproceedings

Lipani, Aldo; Lupu, Mihai; Aizawa, Akiko; Hanbury, Allan

Proc. of ICTIR, 2015.

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Splitting Water: Precision and Anti-Precision to Reduce Pool Bias

Inproceedings

Lipani, Aldo; Lupu, Mihai; Hanbury, Allan

Proc. of SIGIR, 2015.

Links | BibTeX

2014

TUW-IMP at the NTCIR-11 Math-2

Inproceedings

Lipani, Aldo; Andersson, Linda; Piroi, Florina; Lupu, Mihai; Hanbury, Allan

Proc. of NTCIR, 2014.

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Extracting Nanopublications from IR Papers

Inproceedings

Lipani, Aldo; Piroi, Florina; Andersson, Linda; Hanbury, Allan

Proc. of IRFC, 2014.

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An Information Retrieval Ontology for Information Retrieval Nanopublications

Inproceedings

Lipani, Aldo; Piroi, Florina; Andersson, Linda; Hanbury, Allan

Proc. of CLEF, 2014.

Links | BibTeX