Dietrich Klakow

Dietrich Klakow

Universität des Saarlandes

H-index: 38

Europe-Germany

About Dietrich Klakow

Dietrich Klakow, With an exceptional h-index of 38 and a recent h-index of 25 (since 2020), a distinguished researcher at Universität des Saarlandes, specializes in the field of Natural Language Processing, Information Extraction, Speech Processing, Big Data, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Preference-driven Paradigm for Enhanced Translation with Large Language Models

What explains the success of cross-modal fine-tuning with ORCA?

Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification

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

Robust Pronoun Use Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?

The Hidden Space of Transformer Language Adapters

What Are the Rules? Discovering Constraints from Data

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness

Dietrich Klakow Information

University

Position

Saarland Informatics Campus

Citations(all)

6859

Citations(since 2020)

3064

Cited By

4720

hIndex(all)

38

hIndex(since 2020)

25

i10Index(all)

147

i10Index(since 2020)

76

Email

University Profile Page

Universität des Saarlandes

Google Scholar

View Google Scholar Profile

Dietrich Klakow Skills & Research Interests

Natural Language Processing

Information Extraction

Speech Processing

Big Data

Machine Learning

Top articles of Dietrich Klakow

Title

Journal

Author(s)

Publication Date

A Preference-driven Paradigm for Enhanced Translation with Large Language Models

arXiv preprint arXiv:2404.11288

Dawei Zhu

Sony Trenous

Xiaoyu Shen

Dietrich Klakow

Bill Byrne

...

2024/4/17

What explains the success of cross-modal fine-tuning with ORCA?

arXiv preprint arXiv:2403.13537

Paloma García-de-Herreros

Vagrant Gautam

Philipp Slusallek

Dietrich Klakow

Marius Mosbach

2024/3/20

Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification

Mohammed Maqsood Shaik

Dietrich Klakow

Badr M Abdullah

2024/4/14

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

arXiv preprint arXiv:2402.12976

Miaoran Zhang

Vagrant Gautam

Mingyang Wang

Jesujoba O Alabi

Xiaoyu Shen

...

2024/2/20

Robust Pronoun Use Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?

arXiv preprint arXiv:2404.03134

Vagrant Gautam

Eileen Bingert

Dawei Zhu

Anne Lauscher

Dietrich Klakow

2024/4/4

The Hidden Space of Transformer Language Adapters

arXiv preprint arXiv:2402.13137

Jesujoba O Alabi

Marius Mosbach

Matan Eyal

Dietrich Klakow

Mor Geva

2024/2/20

What Are the Rules? Discovering Constraints from Data

Boris Wiegand

Dietrich Klakow

Jilles Vreeken

2024

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness

arXiv preprint arXiv:2404.01490

Miaoran Zhang

Mingyang Wang

Jesujoba O Alabi

Dietrich Klakow

2024/4/1

Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?

arXiv preprint arXiv:2404.14122

Dawei Zhu

Pinzhen Chen

Miaoran Zhang

Barry Haddow

Xiaoyu Shen

...

2024/4/22

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation

arXiv preprint arXiv:2403.13737

Atnafu Lambebo Tonja

Israel Abebe Azime

Tadesse Destaw Belay

Mesay Gemeda Yigezu

Moges Ahmed Mehamed

...

2024/3/20

A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification

Anupama Chingacham

Vera Demberg

Dietrich Klakow

2022

Few-shot fine-tuning vs. in-context learning: A fair comparison and evaluation

arXiv preprint arXiv:2305.16938

Marius Mosbach

Tiago Pimentel

Shauli Ravfogel

Dietrich Klakow

Yanai Elazar

2023/5/26

Understanding and Mitigating Classification Errors Through Interpretable Token Patterns

arXiv preprint arXiv:2311.10920

Michael A Hedderich

Jonas Fischer

Dietrich Klakow

Jilles Vreeken

2023/11/18

DeepSearch: A deep learning based document retrieval system

M Shoaib Malik

Dietrich Klakow

Dagmar Waltemath

2023/8/21

Analyzing the representational geometry of acoustic word embeddings

arXiv preprint arXiv:2301.03012

Badr M Abdullah

Dietrich Klakow

2023/1/8

MasakhaPOS: part-of-speech tagging for typologically diverse African languages

arXiv preprint arXiv:2305.13989

Cheikh M Bamba Dione

David Adelani

Peter Nabende

Jesujoba Alabi

Thapelo Sindane

...

2023/5/23

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

arXiv preprint arXiv:2308.04885

Julius Steuer

Badr Abdullah

Johann-Mattis List

Dietrich Klakow

2023/8/9

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

arXiv preprint arXiv:2311.04547

Julius Steuer

Marius Mosbach

Dietrich Klakow

2023/11/8

VU Research Portal

Jef Vandenberghe

Youbin Sun

Xianyan Wang

Hemmo Abels

Xing Xing Liu

2018

On the nature of discrete speech representations in multilingual self-supervised models

Badr M Abdullah

Mohammed Maqsood Shaik

Dietrich Klakow

2023/5

See List of Professors in Dietrich Klakow University(Universität des Saarlandes)

Co-Authors

H-index: 129
Gary D. Westfall

Gary D. Westfall

Michigan State University

H-index: 64
Sanjeev Khudanpur

Sanjeev Khudanpur

Johns Hopkins University

H-index: 54
Wolfgang Bauer

Wolfgang Bauer

Michigan State University

H-index: 45
Reinhold Haeb-Umbach

Reinhold Haeb-Umbach

Universität Paderborn

H-index: 33
Vera Demberg

Vera Demberg

Universität des Saarlandes

H-index: 28
Andreas Wendemuth

Andreas Wendemuth

Otto-von-Guericke-Universität Magdeburg

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