Publications

70 entries « 1 of 2 »

2024

Do Sentence Transformers Learn Quasi-Geospatial Concepts from General Text? Miscellaneous

Ilyankou, Ilya; Lipani, Aldo; Cavazzi, Stefano; Gao, Xiaowei; Haworth, James

2024.

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2023

``Dr LLM, what do I have?'': The Impact of User Beliefs and Prompt Formulation on Health Diagnoses Proceedings Article

Kusa, Wojciech; Mosca, Edoardo; Lipani, Aldo

In: Khosla, Sopan (Ed.): Proceedings of the Third Workshop on NLP for Medical Conversations, pp. 13–19, Association for Computational Linguistics, Bali, Indonesia, 2023.

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A Survey on Asking Clarification Questions Datasets in Conversational Systems Proceedings Article

Rahmani, Hossein A.; Wang, Xi; Feng, Yue; Zhang, Qiang; Yilmaz, Emine; Lipani, Aldo

In: Rogers, Anna; Boyd-Graber, Jordan; Okazaki, Naoaki (Ed.): Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 2698–2716, Association for Computational Linguistics, Toronto, Canada, 2023.

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Automatic blight disease detection in potato (Solanum tuberosum L.) and tomato (Solanum lycopersicum, L. 1753) plants using deep learning Journal Article

Anim-Ayeko, Alberta Odamea; Schillaci, Calogero; Lipani, Aldo

In: Smart Agricultural Technology, vol. 4, pp. 100178, 2023, ISSN: 2772-3755.

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An Analysis of Work Saved over Sampling in the Evaluation of Automated Citation Screening in Systematic Literature Reviews Journal Article

Kusa, Wojciech; Lipani, Aldo; Knoth, Petr; Hanbury, Allan

In: Intelligent Systems with Applications, pp. 200193, 2023, ISSN: 2667-3053.

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Quantifying the Bias of Transformer-Based Language Models for African American English in Masked Language Modeling Proceedings Article

Salutari, Flavia; Ramos, Jerome; Rahmani, Hossein A.; Linguaglossa, Leonardo; Lipani, Aldo

In: Proceedings of the 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, 2023.

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When and What to Ask Through World States and Text Instructions: IGLU NLP Challenge Solution Miscellaneous

Shi, Zhengxiang; Ramos, Jerome; Kim, To Eun; Wang, Xi; Rahmani, Hossein A.; Lipani, Aldo

2023.

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Climate and environmental data contribute to the prediction of grain commodity prices using deep learning Journal Article

Wang, Zilin; French, Niamh; James, Thomas; Schillaci, Calogero; Chan, Faith; Feng, Meili; Lipani, Aldo

In: Journal of Sustainable Agriculture and Environment, vol. n/a, no. n/a, 2023.

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Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System Proceedings Article

Hu, Zhiyuan; Feng, Yue; Luu, Anh Tuan; Hooi, Bryan; Lipani, Aldo

In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, pp. 3953–3957, Association for Computing Machinery, Birmingham, United Kingdom, 2023, ISBN: 9798400701245.

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VoMBaT: A Tool for Visualising Evaluation Measure Behaviour in High-Recall Search Tasks Proceedings Article

Kusa, Wojciech; Lipani, Aldo; Knoth, Petr; Hanbury, Allan

In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 3105–3109, Association for Computing Machinery, Taipei, Taiwan, 2023, ISBN: 9781450394086.

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Rethink the Effectiveness of Text Data Augmentation: An Empirical Analysis Proceedings

Shi, Zhengxiang; Lipani, Aldo

2023.

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Self Contrastive Learning for Session-based Recommendation Miscellaneous

Shi, Zhengxiang; Wang, Xi; Lipani, Aldo

2023.

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Priming and Actions: An Analysis in Conversational Search Systems Proceedings Article

Fu, Xiao; Lipani, Aldo

In: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 2277–2281, Association for Computing Machinery, Taipei, Taiwan, 2023, ISBN: 9781450394086.

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2022

Tab this Folder of Documents: Page Stream Segmentation of Business Documents Proceedings Article 🏆 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 Proceedings Article 🏆 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 Proceedings Article

Kim, To Eun; Lipani, Aldo

In: Proc. of SIGIR, 2022.

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

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 Proceedings Article

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 Proceedings Article

Shi, Zhengxiang; Feng, Yue; Lipani, Aldo

In: Findings of NAACL, 2022.

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Attention-based Ingredient Phrase Parser Proceedings Article

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 Proceedings Article

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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Deep Learning Based Burnt Area Mapping Using Sentinel 1 for the Santa Cruz Mountains Lightning Complex (CZU) and Creek Fires 2020 Journal Article

Luft, Harrison; Schillaci, Calogero; Ceccherini, Guido; Vieira, Diana; Lipani, Aldo

In: Fire, vol. 5, no. 5, 2022, ISSN: 2571-6255.

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Deep Learning Based Burnt Area Mapping Using Sentinel 1 for the Santa Cruz Mountains Lightning Complex (CZU) and Creek Fires 2020 Journal Article

Luft, Harrison; Schillaci, Calogero; Ceccherini, Guido; Vieira, Diana; Lipani, Aldo

In: Fire, vol. 5, no. 5, 2022, ISSN: 2571-6255.

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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 Proceedings Article

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 Proceedings Article

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; 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

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 Proceedings Article

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 Proceedings Article

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 Proceedings Article

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 Proceedings Article

Okhrati, Ramin; Lipani, Aldo

In: Proc. of ICPR, 2020.

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Predicting Engagement in Video Lectures Proceedings Article

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 Proceedings Article

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 Proceedings Article

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 Proceedings Article

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) Proceedings Article

Lipani, Aldo; Carterette, Ben; Yilmaz, Emine

In: Proc. of ICTIR, 2019.

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Reply-aided Detection of Misinformation via Bayesian Deep Learning Proceedings Article

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

In: Proc. of WWW, 2019.

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70 entries « 1 of 2 »