Search Results for author: Sumantrak Mukherjee

Found 3 papers, 2 papers with code

Quantitative knowledge retrieval from large language models

1 code implementation12 Feb 2024 David Selby, Kai Spriestersbach, Yuichiro Iwashita, Dennis Bappert, Archana Warrier, Sumantrak Mukherjee, Muhammad Nabeel Asim, Koichi Kise, Sebastian Vollmer

Large language models (LLMs) have been extensively studied for their abilities to generate convincing natural language sequences, however their utility for quantitative information retrieval is less well understood.

Imputation Information Retrieval +2

X Hacking: The Threat of Misguided AutoML

no code implementations16 Jan 2024 Rahul Sharma, Sergey Redyuk, Sumantrak Mukherjee, Andrea Sipka, Sebastian Vollmer, David Selby

Explainable AI (XAI) and interpretable machine learning methods help to build trust in model predictions and derived insights, yet also present a perverse incentive for analysts to manipulate XAI metrics to support pre-specified conclusions.

AutoML Interpretable Machine Learning

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