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Moritz Blum

2 accepted papers

2024

Evaluating Large Language Models on Wikipedia-Style Survey Generation

ACL 2024findings

Educational materials such as survey articles in specialized fields like computer science traditionally require tremendous expert inputs and are therefore expensive to create and update. Recently, Large Language Models (LLMs) have achieved significant success across various general tasks. However, t…

2024

Pointing Out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials

COLING 2024main

In recent years, large language models have achieved state-of-the-art performance across various NLP tasks. However, investigations have shown that these models tend to rely on shortcut features, leading to inaccurate predictions and causing the models to be unreliable at generalization to out-of-di…