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21 Results
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Poster
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Wed 11:00 |
Large language model validity via enhanced conformal prediction methods John Cherian · Isaac Gibbs · Emmanuel Candes |
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Poster
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Fri 11:00 |
ANAH-v2: Scaling Analytical Hallucination Annotation of Large Language Models Yuzhe Gu · Ziwei Ji · Wenwei Zhang · Chengqi Lyu · Dahua Lin · Kai Chen |
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Poster
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Wed 11:00 |
To Believe or Not to Believe Your LLM: Iterative Prompting for Estimating Epistemic Uncertainty Yasin Abbasi Yadkori · Ilja Kuzborskij · András György · Csaba Szepesvari |
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Workshop
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Sat 15:15 |
Understanding Factual Recall in Transformers via Associative Memories Eshaan Nichani · Jason Lee · Alberto Bietti |
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Workshop
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Sat 15:45 |
Conformal Language Model Reasoning with Coherent Factuality Maya Gambhir · Maxon Rubin-Toles · Keshav Ramji · Aaron Roth · Surbhi Goel |
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Workshop
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GenAudit: Fixing Factual Errors in Language Model Outputs with Evidence Kundan Krishna · Sanjana Ramprasad · Prakhar Gupta · Byron Wallace · Zachary Lipton · Jeffrey Bigham |
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Workshop
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Understanding Factual Recall in Transformers via Associative Memories Eshaan Nichani · Jason Lee · Alberto Bietti |
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Poster
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Thu 16:30 |
Counterfactual Fairness by Combining Factual and Counterfactual Predictions Zeyu Zhou · Tianci Liu · Ruqi Bai · Jing Gao · Murat Kocaoglu · David Inouye |
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Workshop
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THaMES: An End-to-End Tool for Hallucination Mitigation and Evaluation in Large Language Models Mengfei Liang · Archish Arun · Zekun Wu · CRISTIAN VILLALOBOS · Jonathan Lutch · Emre Kazim · Adriano Koshiyama · Philip Treleaven |