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会议文集


文集名Discovery Science
会议名27th International Conference on Discovery Science (DS 2024)
中译名《第二十七届国际发现科学会议，卷1》
会议日期October 14-16, 2024
会议地点Pisa, Italy
出版年2025
馆藏号356016


题名作者出版年
Exploiting Large Language Models for Enhanced Review Classification Explanations Through Interpretable and Multidimensional AnalysisCristian Cosentino; Merve Gunduz-Cure; Fabrizio Marozzo; Sule Ozturk-Birim2025
Large Language Models-Based Local Explanations of Text ClassifiersFabrizio Angiulli; Francesco De Luca; Fabio Fassetti; Simona Nistico2025
Evaluating the Reliability of Self-explanations in Large Language ModelsKorbinian Randl; John Pavlopoulos; Aron Henriksson; Tony Lindgren2025
Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias ElicitationRiccardo Cantini; Giada Cosenza; Alessio Orsino; Domenico Talia2025
Play it Straight: An Intelligent Data Pruning Technique for Green-AIFrancesco Scala; Sergio Flesca; Luigi Pontieri2025
Evaluation of Geographical Distortions in Language ModelsRemy Decoupes; Roberto Interdonato; Mathieu Roche; Maguelonne Teisseire; Sarah Valentin2025
AutoML-Guided Fusion of Entity and LLM-Based Representations for Document ClassificationBoshko Koloski; Senja Pollak; Roberto Navigli; Blaz Skrlj2025
Open-Set Named Entity Recognition: A Preliminary StudyAngelo Impedovo; Giuseppe Rizzo; Antonio Di Mauro2025
Forecasting with Deep Learning: Beyond Average of Average of Average PerformanceVitor Cerqueira; Luis Roque; Carlos Soares2025
Multivariate Asynchronous Shapelets for Imbalanced Car Crash PredictionsMario Bianchi; Francesco Spinnato; Riccardo Guidotti; Daniele Maccagnola; Antonio Bencini Farina2025
Soft Hoeffding Tree: A Transparent and Differentiale Model on Data StreamsKirsten Kobschall; Lisa Hartung; Stefan Kramer2025
Meta-learning Loss Functions of Parametric Partial Differential Equations Using Physics-Informed Neural NetworksMichail Koumpanakis; Ricardo Vilalta2025
VADA: A Data-Driven Simulator for Nanopore SequencingJonas Niederle; Simon Koop; Marc Pages-Gallego; Vlado Menkovski2025
Differential Equation Discovery of Robotic Swarm as Active MatterRoman Titov; Alexander Hvatov2025
Science-Gym: A Simple Testbed for AI-Driven Scientific DiscoveryMattia Cerrato; Nicholas Schmitt; Lennart Baur; Edward Finkelstein; Selina Jukic; Lars Munzel; Felix Peter Paul; Pascal Pfannes; Benedikt Rohr; Julius Schellenberg; Philipp Wolf; Stefan Kramer2025
Latent Embedding Based on a Transcription-Decay Decomposition of mRNA Dynamics Using Self-supervised CoxPHMartin Spendl; Tomaz Curk; Blaz Zupan2025
Social Isolation, Digital Connection: COVID-19's Impact on Twitter Ego NetworksKamer Cekini; Elisabetta Biondi; Chiara Boldrini; Andrea Passarella; Marco Conti2025
SwitchPath: Enhancing Exploration in Neural Networks Learning DynamicsAntonio Di Cecco; Andrea Papini; Carlo Metta; Marco Fantozzi; Silvia Giulia Galfre; Francesco Morandin; Maurizio Parton2025
Analyzing Explanations of Deep Graph Networks Through Node Centrality and ConnectivityMichele Fontanesi; Alessio Micheli; Marco Podda; Domenico Tortorella2025
Interpretable Graph Neural Networks for Heterogeneous Tabular DataAmr Alkhatib; Henrik Bostrom2025
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