CL
Christina Lioma
cs.IRcs.CLcs.LGcs.AIcs.CYstat.MLcs.HCcs.NEstat.APartificial intelligence
On Valency
published · living versionsW_z52ytdww·v1 · currentpublished
Robustness Analysis of Pareto-based Joint Evaluation of Fairness and Relevance in Recommender Systems
with Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo
1 version
Preprints & journals
77 papers in the corpus · 2013–2026Robustness Analysis of Pareto-based Joint Evaluation of Fairness and Relevance in Recommender Systems2610.27850v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2026 · 0 citationsarXivon Valency
Don't Go Breaking My LLM: The Impact of Pruning Attention Layers on Explanation Faithfulness and Confidence Calibration2606.24970v1 · Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.2026 · 0 citationsarXiv
Post-Training Denoising of User Profiles with LLMs in Collaborative Filtering Recommendation2601.18009v1 · Ervin Dervishaj, Maria Maistro, Tuukka Ruotsalo et al.2026 · 0 citationsarXiv
Measuring Individual User Fairness with User Similarity and Effectiveness Disparity2602.02516v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2026 · 1 citationarXiv
How Context Shapes Truth: Geometric Transformations of Statement-level Truth Representations in LLMs2601.06599v4 · Shivam Adarsh, Maria Maistro, Christina Lioma2026 · 0 citationsarXiv
The Quest for Reliable Metrics of Responsible AI2510.26007v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2025 · 0 citationsarXiv
Stairway to Fairness: Connecting Group and Individual Fairness2508.21334v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2025 · 3 citationsarXiv
Digital-analog hybrid matrix multiplication processor for optical neural networks.40796556 · Meng, Xiansong, Kong, Deming, Kim, Kwangwoong et al.2025 · 20 citationsNature communications. 2025;16(1):7465
As easy as PIE: understanding when pruning causes language models to disagree2503.21714v1 · Pietro Tropeano, Maria Maistro, Tuukka Ruotsalo et al.2025 · 0 citationsarXiv
Generative language reconstruction from brain recordings.40025160 · Ye, Ziyi, Ai, Qingyao, Liu, Yiqun et al.2025 · 22 citationsCommunications biology. 2025;8(1):346
Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier2502.11921v1 · Theresia Veronika Rampisela, Tuukka Ruotsalo, Maria Maistro et al.2025 · 2 citationsarXiv
Are Representation Disentanglement and Interpretability Linked in Recommendation Models? A Critical Review and Reproducibility Study2501.18805v1 · Ervin Dervishaj, Tuukka Ruotsalo, Maria Maistro et al.2025 · 0 citationsarXiv
A Reality Check on Context Utilisation for Retrieval-Augmented Generation2412.17031v2 · Lovisa Hagstrom, Sara Vera Marjanovi'c, Haeun Yu et al.2024 · 4 citationsarXiv
Joint Extraction and Classification of Danish Competences for Job Matching2410.22103v1 · Qiuchi Li, Christina Lioma2024 · 2 citationsAdvances in Information Retrieval. ECIR 2023.Lecture Notes in Computer Science, vol 13981. Springer, Cham
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models2407.17023v2 · Sara Vera Marjanovi'c, Haeun Yu, Pepa Atanasova et al.2024 · 5 citationsarXiv
Can We Trust Recommender System Fairness Evaluation? The Role of Fairness and Relevance2405.18276v1 · Theresia Veronika Rampisela, Tuukka Ruotsalo, Maria Maistro et al.2024 · 6 citationsarXiv
Recommending Target Actions Outside Sessions in the Data-poor Insurance Domain2403.00368v1 · Simone Borg Bruun, Christina Lioma, Maria Maistro2024 · 2 citationsACM Transactions on Recommender Systems 2023
Query Augmentation by Decoding Semantics from Brain Signals2402.15708v2 · Ziyi Ye, Jingtao Zhan, Qingyao Ai et al.2024 · 0 citationsarXiv
Investigating the Impact of Model Instability on Explanations and Uncertainty2402.13006v2 · Sara Vera Marjanovi'c, Isabelle Augenstein, Christina Lioma2024 · 0 citationsarXiv
Evaluation Measures of Individual Item Fairness for Recommender Systems: A Critical Study2311.01013v1 · Theresia Veronika Rampisela, Maria Maistro, Tuukka Ruotsalo et al.2023 · 35 citationsarXiv
Faithfulness Tests for Natural Language Explanations2305.18029v2 · Pepa Atanasova, Oana-Maria Camburu, Christina Lioma et al.2023 · 24 citationsThe 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)
Adapting Pre-trained Language Models for Quantum Natural Language Processing2302.13812v1 · Qiuchi Li, Benyou Wang, Yudong Zhu et al.2023 · 4 citationsarXiv
Graph-based Recommendation for Sparse and Heterogeneous User Interactions2301.11009v1 · Simone Borg Bruun, Kacper Kenji Lesniak, Mirko Biasini et al.2023 · 1 citationarXiv
Template-based Recruitment Email Generation For Job Recommendation2212.02885v1 · Qiuchi Li, Christina Lioma2022 · 1 citationarXiv
Principled Multi-Aspect Evaluation Measures of Rankings2212.00492v1 · Maria Maistro, Lucas Chaves Lima, Jakob Grue Simonsen et al.2022 · 25 citationsarXiv
Learning Recommendations from User Actions in the Item-poor Insurance Domain2211.15360v1 · Simone Borg Bruun, Maria Maistro, Christina Lioma2022 · 6 citationsarXiv
Fact Checking with Insufficient Evidence2204.02007v1 · Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.2022 · 21 citationsarXiv
Diagnostics-Guided Explanation Generation2109.03756v1 · Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.2021 · 0 citationsarXiv
Projected Hamming Dissimilarity for Bit-Level Importance Coding in Collaborative Filtering2103.14455v1 · Christian Hansen, Casper Hansen, Jakob Grue Simonsen et al.2021 · 7 citationsarXiv
Unsupervised Multi-Index Semantic Hashing2103.14460v1 · Christian Hansen, Casper Hansen, Jakob Grue Simonsen et al.2021 · 8 citationsarXiv
Quantum-inspired Multimodal Fusion for Video Sentiment Analysis2103.10572v2 · Qiuchi Li, Dimitris Gkoumas, Christina Lioma et al.2021 · 143 citationsarXiv
Developing and validating COVID-19 adverse outcome risk prediction models from a bi-national European cohort of 5594 patients.33547335 · Jimenez-Solem, Espen, Petersen, Tonny S, Hansen, Casper et al.2021 · 80 citationsScientific reports. 2021;11(1):3246
Multi-Head Self-Attention with Role-Guided Masks2012.12366v1 · Dongsheng Wang, Casper Hansen, Lucas Chaves Lima et al.2020 · 3 citationsarXiv
Denmark's Participation in the Search Engine TREC COVID-19 Challenge: Lessons Learned about Searching for Precise Biomedical Scientific Information on COVID-192011.12684v2 · Lucas Chaves Lima, Casper Hansen, Christian Hansen et al.2020 · 4 citationsarXiv
A Diagnostic Study of Explainability Techniques for Text Classification2009.13295v1 · Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.2020 · 185 citationsarXiv
Unsupervised Semantic Hashing with Pairwise Reconstruction2007.00380v1 · Casper Hansen, Christian Hansen, Jakob Grue Simonsen et al.2020 · 24 citationsarXiv
Factuality Checking in News Headlines with Eye Tracking2006.09736v1 · Christian Hansen, Casper Hansen, Jakob Grue Simonsen et al.2020 · 17 citationsarXiv
Content-aware Neural Hashing for Cold-start Recommendation2006.00617v1 · Casper Hansen, Christian Hansen, Jakob Grue Simonsen et al.2020 · 40 citationsarXiv
Generating Fact Checking Explanations2004.05773v1 · Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma et al.2020 · 0 citationsarXiv
Is artificial intelligence magic dust for big-science facilities?31949897 · Bordallo, Heloisa N, Lioma, Christina, Taylor, Jonathan et al.2020 · 5 citationsIUCrJ. 2020;7(Pt 1):1-2
Encoding word order in complex embeddings1912.12333v2 · Benyou Wang, Donghao Zhao, Christina Lioma et al.2019 · 81 citationsarXiv
Modelling End-of-Session Actions in Educational Systems1909.06856v1 · Christian Hansen, Casper Hansen, Stephen Alstrup et al.2019 · 0 citationsarXiv
MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims1909.03242v2 · Isabelle Augenstein, Christina Lioma, Dongsheng Wang et al.2019 · 199 citationsarXiv
Unsupervised Neural Generative Semantic Hashing1906.00671v1 · Casper Hansen, Christian Hansen, Jakob Grue Simonsen et al.2019 · 2 citationsarXiv
Contextually Propagated Term Weights for Document Representation1906.00674v1 · Casper Hansen, Christian Hansen, Stephen Alstrup et al.2019 · 0 citationsarXiv
Contextual Compositionality Detection with External Knowledge Bases andWord Embeddings1903.08389v1 · Dongsheng Wang, Quichi Li, Lucas Chaves Lima et al.2019 · 5 citationsarXiv
Neural Check-Worthiness Ranking with Weak Supervision: Finding Sentences for Fact-Checking1903.08404v1 · Casper Hansen, Christian Hansen, Stephen Alstrup et al.2019 · 38 citationsIn Companion Proceedings of the 2019 World Wide Web Conference
Modelling Sequential Music Track Skips using a Multi-RNN Approach1903.08408v1 · Christian Hansen, Casper Hansen, Stephen Alstrup et al.2019 · 5 citations12th ACM International Conference on Web Search and Data Mining (WSDM) 2019, WSDM Cup
Neural Speed Reading with Structural-Jump-LSTM1904.00761v2 · Christian Hansen, Casper Hansen, Stephen Alstrup et al.2019 · 29 citations7th International Conference on Learning Representations (ICLR) 2019
Relationship Between Media Coverage and Measles-Mumps-Rubella (MMR) Vaccination Uptake in Denmark: Retrospective Study.30672743 · Hansen, Niels Dalum, Mølbak, Kåre, Cox, Ingemar Johansson et al.2023 · 16 citationsJMIR public health and surveillance. 2019;5(1):e9544
Career total: 185 works. 77 are in this corpus.Showing the 50 most recent.
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