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Poster
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Wed 11:00
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Studying How to Efficiently and Effectively Guide Models with Explanations - A Reproducibility Study
Adrian Sauter · Milan Miletić · Ryan Ott · Rohith Prabakaran
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Affinity Event
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Out-of-Distribution performance as a proxy metric for graph neural network explainers in the absence of ground-truth explanations
Guadalupe Gonzalez · Chirag Agarwal · Siddharth Betala
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Poster
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Wed 11:00
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MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering
Yizhen Luo · Zikun Nie · Massimo Hong · Suyuan Zhao · Hao Zhou · Zaiqing Nie
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Poster
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Wed 11:00
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[Re] GNNInterpreter: A probabilistic generative model-level explanation for Graph Neural Networks
Batu Helvacioglu · Ana Vasilcoiu · Thijs Stessen · Thies Kersten
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Affinity Event
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A Hybrid COMTE-LEFTIST Time-Series Explanation Method For a Time-series Classification Bitcoin Recommendation System
lucas rabelo · Teresa Ludermir
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Poster
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Thu 16:30
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MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations
Ruosen Li · Zimu Wang · Son Tran · Lei Xia · Xinya Du
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Poster
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Wed 11:00
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RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
Jiaxing Zhang · Zhuomin Chen · hao mei · Longchao Da · Dongsheng Luo · Hua Wei
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Affinity Event
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Tue 9:30
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A Hybrid COMTE-LEFTIST Time-Series Explanation Method For a Time-series Classification Bitcoin Recommendation System
lucas rabelo
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Affinity Event
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Enhancing the Generation of Predictions and Natural Language Explanations via Sparse Few-shot Fine-tuning and Prompting
Jesus Solano · Mardhiyah Sanni · Oana-Maria Camburu · Pasquale Minervini
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Poster
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Wed 11:00
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Selective Explanations
Lucas Monteiro Paes · Dennis Wei · Flavio Calmon
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Poster
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Thu 11:00
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FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
Shuai Liu · Boyang Li · Zhiyu Fang · Mingyue Cui · Kai Huang
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Poster
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Thu 11:00
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xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
Julius Hense · Mina Jamshidi Idaji · Oliver Eberle · Thomas Schnake · Jonas Dippel · Laure Ciernik · Oliver Buchstab · Andreas Mock · Frederick Klauschen · Klaus-Robert Müller
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