Publications

55 entries « 1 of 2 »

2022

Tab this Folder of Documents: Page Stream Segmentation of Business Documents Inproceedings 🏆 Best Paper

Mungmeeprued, Thisanaporn; Ma, Yuxin; Mehta, Nisarg; Lipani, Aldo

In: Proceedings of the ACM Symposium on Document Engineering, ACM, San Jose, CA, USA, 2022.

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Evaluating the Cranfield Paradigm for Conversational Search Systems Inproceedings 🏆 Best Paper

Fu, Xiao; Yilmaz, Emine; Lipani, Aldo

In: Proceedings of the 12th International Conference on The Theory of Information Retrieval, ACM, Madrid, Spain, 2022.

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A Multi-Task Based Neural Model to Simulate Users in Goal-Oriented Dialogue Systems Inproceedings

Kim, Tu Eun; Lipani, Aldo

In: Proc. of SIGIR, 2022.

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StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts Inproceedings

Shi, Zhengxiang; Zhang, Qiang; Lipani, Aldo

In: Proceedings of the Association for the Advancement of Artificial Intelligence, 2022.

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Forecasting Solar Home System Customers' Electricity Usage with a 3D Convolutional Neural Network to Improve Energy Access Journal Article

Kizilcec, Vivien; Spataru, Catalina; Lipani, Aldo; Parikh, Priti

In: Energies, vol. 15, no. 3, 2022, ISSN: 1996-1073.

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Semantic segmentation of cracks: Data challenges and architecture Journal Article

Panella, Fabio; Lipani, Aldo; Boehm, Jan

In: Automation in Construction, vol. 135, pp. 104110, 2022, ISSN: 0926-5805.

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Borough-level COVID-19 forecasting in London using deep learning techniques and a novel MSE-Moran’s I loss function Journal Article

Olsen, Frederik; Schillaci, Calogero; Ibrahim, Mohamed; Lipani, Aldo

In: Results in Physics, vol. 35, pp. 105374, 2022, ISSN: 2211-3797.

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On The Prediction of Landslide Occurrences and Sizesvia Hierarchical Neural Networks Journal Article

Aguilera, Quinton; Lombardo, Luigi; Tanyas, Hakan; Lipani, Aldo

In: Stochastic Environmental Research and Risk Assessment, 2022, ISSN: 2693-5015.

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Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking Inproceedings

Feng, Yue; Lipani, Aldo; Ye, Fanghua; Zhang, Qiang; Yilmaz, Emine

In: Association for Computational Linguistics: ACL 2022, Association for Computational Linguistics, 2022.

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Learning to Execute Actions or Ask Clarification Questions Inproceedings

Shi, Zhengxiang; Feng, Yue; Lipani, Aldo

In: Findings of NAACL, 2022.

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Attention-based Ingredient Phrase Parser Inproceedings

Shi, Zhengxiang; Ni, Pin; Kim, To Eun; Wang, Mehui; Lipani, Aldo

In: 2022.

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Snow detection in alpine regions with Convolutional Neural Networks: discriminating snow from cold clouds and water body Journal Article

Lu, Yichen; James, Thomas; Schillaci, Calogero; Lipani, Aldo

In: GIScience & Remote Sensing, vol. 59, no. 1, pp. 1321-1343, 2022.

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Eigenvector-based Graph Neural Network Embeddings and Trust Rating Prediction in Bitcoin Networks Inproceedings

Ni, Pin; Yuan, Qiao; Khraishi, Raad; Okhrati, Ramin; Lipani, Aldo; Medda, Francesca

In: Proceedings of the 3rd ACM International Conference on AI in Finance, ACM, 2022.

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2021

Validating the regional estimates of changes in soil organic carbon by using the data from paired-sites: the case study of Mediterranean arable lands Journal Article

Schillaci, Calogero; Saia, Sergio; Lipani, Aldo; Perego, Alessia; Zaccone, Claudio; Acutis, Marco

In: Carbon Balance and Management 2021 16:1, vol. 16, no. 1, pp. 1–15, 2021, ISSN: 1750-0680.

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

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

In: 2021.

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

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

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

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Evaluation metrics for measuring bias in search engine results Journal Article

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

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

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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

In: PLOS ONE, vol. 16, no. 1, pp. 1-22, 2021.

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Learning Neural Point Processes with Latent Graphs Inproceedings

Zhang, Qiang; Lipani, Aldo; Yilmaz, Emine

In: Proceedings of the World Wide Web Conference, 2021.

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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; Kßhl, Kersten; DămătÎrcă, Claudia; Cogato, Alessia; Mzid, Nada; Eeswaran, Rasu; Rabelo, Marya; Sperandio, Giorgio; Bosino, Alberto; Bufalini, Margherita; Tunçay, Tßlay; Ding, Jianqi; Fiorentini, Marco; Tiscornia, Guadalupe; Conradt, Sarah; Botta, Marco; Acutis, Marco

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

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How Am I Doing?: Evaluating Conversational Search Systems Offline Journal Article

Lipani, Aldo; Carterette, Ben; Yilmaz, Emine

In: ACM Transactions on Information Systems (TOIS), 2021.

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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

In: International Journal of Remote Sensing, vol. 42, no. 14, pp. 5342-5369, 2021.

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Subsequence Based Deep Active Learning for Named Entity Recognition Inproceedings

Radmard, Puria; Fathullah, Yassir; Lipani, Aldo

In: Proceedings of the Association for Computational Linguistics, 2021.

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Inference of virtual network functions' state via analysis of the CPU behavior Inproceedings

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

In: the 33nd International Teletraffic Congress (ITC 33), 2021.

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A Baseline for Shapley Values in MLPs: from Missingness to Neutrality Inproceedings

Izzo, Cosimo; Lipani, Aldo; Okhrati, Ramin; Medda, Francesca

In: ESANN, 2021, ISSN: 2331-8422.

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Towards More Accountable Search Engines: Online Evaluation of Representation Bias Journal Article

Lipani, Aldo; Piroi, Florina; Yilmaz, Emine

In: arXiv preprint arXiv:2110.08835, 2021.

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2020

A Multilinear Sampling Algorithm to Estimate Shapley Values Inproceedings

Okhrati, Ramin; Lipani, Aldo

In: 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

In: Proc. of EDM, 2020.

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Self-Attentive Hawkes Processes Inproceedings

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

In: Proc. of ICML, 2020.

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Easing Legal News Monitoring with Learning to Rank and BERT Inproceedings

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

In: 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

In: 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

In: SIGIR Forum, vol. 53, no. 2, pp. 20–43, 2019.

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Fixed-Cost Pooling Strategies Journal Article

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

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

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

Lipani, Aldo; Carterette, Ben; Yilmaz, Emine

In: Proc. of ICTIR, 2019.

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Reply-aided Detection of Misinformation via Bayesian Deep Learning Inproceedings

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

In: 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

In: Proc. of WWW, 2019.

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On Biases in Information Retrieval Models and Evaluation Journal Article

Lipani, Aldo

In: SIGIR Forum, vol. 52, no. 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

In: 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.

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A Systematic Approach to Normalization in Probabilistic Models Journal Article

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

In: Information Retrieval Journal, 2018.

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2017

Fixed-Cost Pooling Strategies Based on IR Evaluation Measures Inproceedings

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

In: 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

In: 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

In: Proc. of SAC, 2017.

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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

In: Science of The Total Environment, vol. 601-602, 2017.

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2016

Fairness in Information Retrieval Inproceedings

Lipani, Aldo

In: Proc. of SIGIR, 2016.

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The Solitude of Relevant Documents in the Pool Inproceedings

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

In: Proc. of CIKM, 2016.

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The Curious Incidence of Bias Corrections in the Pool Inproceedings

Lipani, Aldo; Lupu, Mihai; Hanbury, Allan

In: 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

In: 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

In: Proc. of ICDAR, 2015.

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Verboseness Fission for BM25 Document Length Normalization Inproceedings

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

In: Proc. of ICTIR, 2015.

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55 entries « 1 of 2 »