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Dietrich Klakow

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The Hidden Space of Transformer Language Adapters

Feb 20, 2024
Jesujoba O. Alabi, Marius Mosbach, Matan Eyal, Dietrich Klakow, Mor Geva

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The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis

Feb 20, 2024
Miaoran Zhang, Vagrant Gautam, Mingyang Wang, Jesujoba O. Alabi, Xiaoyu Shen, Dietrich Klakow, Marius Mosbach

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Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification

Dec 12, 2023
Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah

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Understanding and Mitigating Classification Errors Through Interpretable Token Patterns

Nov 18, 2023
Michael A. Hedderich, Jonas Fischer, Dietrich Klakow, Jilles Vreeken

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Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures

Nov 08, 2023
Julius Steuer, Marius Mosbach, Dietrich Klakow

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A Lightweight Method to Generate Unanswerable Questions in English

Oct 30, 2023
Vagrant Gautam, Miaoran Zhang, Dietrich Klakow

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Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists

Aug 09, 2023
Julius Steuer, Badr Abdullah, Johann-Mattis List, Dietrich Klakow

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On the N-gram Approximation of Pre-trained Language Models

Jun 12, 2023
Aravind Krishnan, Jesujoba Alabi, Dietrich Klakow

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An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech

Jun 04, 2023
Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Möbius, Dietrich Klakow

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Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation

May 30, 2023
Marius Mosbach, Tiago Pimentel, Shauli Ravfogel, Dietrich Klakow, Yanai Elazar

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