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Workshop
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Competence-Based Analysis of Language Models
Adam Davies · Jize Jiang · Cheng Xiang Zhai
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Workshop
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CodeSCM: Causal Analysis for Multi-Modal Code Generation
Mukur Gupta · Noopur Bhatt · Suman Jana
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Poster
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Fri 16:30
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A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
Chieh-Yun Chen · Chiang Tseng · Li-Wu Tsao · Hong-Han Shuai
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Poster
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Fri 11:00
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Identifiability Analysis of Linear ODE Systems with Hidden Confounders
Yuanyuan Wang · Biwei Huang · Wei Huang · Xi Geng · Mingming Gong
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Workshop
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Sat 15:45
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LLMs for Causal Inference
Jonathan Choi
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Poster
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Thu 16:30
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The Fragility of Fairness: Causal Sensitivity Analysis for Fair Machine Learning
Jake Fawkes · Nic Fishman · Mel Andrews · Zachary Lipton
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Workshop
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Causal Interventions on Causal Paths: Mapping GPT-2's Reasoning From Syntax to Semantics
Isabelle Lee · Joshua Lum · Ziyi Liu · Dani Yogatama
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Workshop
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Reasoning with a Few Good Cross-Questions Greatly Enhances Causal Event Attribution in LLMs
Sanyam Saxena · Sunita Sarawagi
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Workshop
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Beyond Causal Discovery for Astronomy: Learning Meaningful Representations with Independent Component Analysis
Zehao Jin · Mario Pasquato · Benjamin Davis · Andrea Maccio · Yashar Hezaveh
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