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245 Results
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Poster
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Fri 11:00 |
A hierarchical decomposition for explaining ML performance discrepancies Harvineet Singh · Fan Xia · Adarsh Subbaswamy · Alexej Gossmann · Jean Feng |
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Poster
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Fri 11:00 |
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge Fawaz Sammani · Nikos Deligiannis |
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Poster
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Wed 16:30 |
Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models Lai Wei · Zhiquan Tan · Chenghai Li · Jindong Wang · Weiran Huang |
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Affinity Event
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SignAttention: On the Interpretability of Transformer Models for Sign Language Translation Oscar Stanchi · Pedro Alejandro Dal Bianco · Facundo Manuel Quiroga · Franco Ronchetti · Enzo Ferrante |
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Poster
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Wed 16:30 |
A Concept-Based Explainability Framework for Large Multimodal Models Jayneel Parekh · Pegah KHAYATAN · Mustafa Shukor · Alasdair Newson · Matthieu Cord |
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Poster
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Fri 16:30 |
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter · Piyawat Lertvittayakumjorn · Marina Fomicheva · Wei Zhao · Yang Gao · Steffen Eger |
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Poster
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Wed 11:00 |
Conditional Density Estimation with Histogram Trees Lincen Yang · Matthijs van Leeuwen |
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Poster
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Wed 16:30 |
Training Data Attribution via Approximate Unrolling Juhan Bae · Wu Lin · Jonathan Lorraine · Roger Grosse |
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Poster
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Fri 11:00 |
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales Tang Li · Mengmeng Ma · Xi Peng |
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Poster
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Fri 16:30 |
Measuring Goal-Directedness Matt MacDermott · James Fox · Francesco Belardinelli · Tom Everitt |
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Poster
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Wed 16:30 |
Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents Quentin Delfosse · Sebastian Sztwiertnia · Mark Rothermel · Wolfgang Stammer · Kristian Kersting |
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Affinity Event
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An interpretable Bagging of Neuro-Fuzzy Systems Hafsaa Ouifak · Ali Idri |