PPaperPicks

Dietrich Klakow

Saarland University, Saarbrücken, Germany

25 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4147-9690 ↗Homepage ↗

Venues

ACL ×7EMNLP ×7InterSpeech ×6NAACL ×3AAAI ×1ICLR ×1

Frequent coauthors

Jesujoba Alabi
×6
Israel Abebe Azime
×5
Miaoran Zhang
×5
Badr M. Abdullah
×5
Xiaoyu Shen
×5
Dawei Zhu
×4
Bernd Möbius
×4
Marius Mosbach
×4
Philipp Slusallek
×3
David Ifeoluwa Adelani
×3
Iuliia Zaitova
×3
Tania Avgustinova
×3

Papers

  1. Bridging the Culture Gap: A Framework for LLM-Driven Socio-Cultural Localization of Math Word Problems in Low-Resource Languages
    ACL 2026 ·
    Israel Abebe Azime
    ,
    Tadesse Destaw Belay
    , Dietrich Klakow,
    Philipp Slusallek
    ,
    Anshuman Chhabra
  2. AFRIDOC-MT: Document-level MT Corpus for African Languages
    EMNLP 2025 ·
    Jesujoba Oluwadara Alabi
    ,
    Israel Abebe Azime
    ,
    Miaoran Zhang
    ,
    Cristina España-Bonet
    ,
    Rachel Bawden
    ,
    Dawei Zhu
    ,
    David Ifeoluwa Adelani
    ,
    Clement Odoje
    ,
    Idris Akinade
    ,
    Iffat Maab
    ,
    Davis David
    ,
    Shamsuddeen Hassan Muhammad
    ,
    Neo Putini
    ,
    David O. Ademuyiwa
    ,
    Andrew Caines
    , Dietrich Klakow
  3. Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
    EMNLP 2025 ·
    Israel Abebe Azime
    ,
    Deborah Dormah Kanubala
    ,
    Tejumade Afonja
    ,
    Mario Fritz
    ,
    Isabel Valera
    , Dietrich Klakow,
    Philipp Slusallek
  4. AfriHuBERT: A self-supervised speech representation model for African languages
    InterSpeech 2025 ·
    Jesujoba O. Alabi
    ,
    Xuechen Liu
    , Dietrich Klakow,
    Junichi Yamagishi
  5. Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax
    NAACL 2025 ·
    Iuliia Zaitova
    ,
    Vitalii Hirak
    ,
    Badr M. Abdullah
    , Dietrich Klakow,
    Bernd Möbius
    ,
    Tania Avgustinova
  6. Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead
    EMNLP 2025 ·
    Jesujoba Oluwadara Alabi
    ,
    Michael A. Hedderich
    ,
    David Ifeoluwa Adelani
    , Dietrich Klakow
  7. INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages
    ACL 2025 ·
    Hao Yu
    ,
    Jesujoba Oluwadara Alabi
    ,
    Andiswa Bukula
    ,
    Jian Yun Zhuang
    ,
    En-Shiun Annie Lee
    ,
    Tadesse Kebede Guge
    ,
    Israel Abebe Azime
    ,
    Happy Buzaaba
    ,
    Blessing Kudzaishe Sibanda
    ,
    Godson Koffi Kalipe
    ,
    Jonathan Mukiibi
    ,
    Salomon Kabongo Kabenamualu
    ,
    Mmasibidi Setaka
    ,
    Lolwethu Ndolela
    ,
    Nkiruka Odu
    ,
    Rooweither Mabuya
    ,
    Shamsuddeen Hassan Muhammad
    ,
    Salomey Osei
    ,
    Sokhar Samb
    , Dietrich Klakow,
    David Ifeoluwa Adelani
  8. Improving Semantic Understanding in Speech Language Models via Brain-tuning
    ICLR 2025 ·
    Omer Moussa
    , Dietrich Klakow,
    Mariya Toneva
  9. It's Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems
    ACL 2025 ·
    Iuliia Zaitova
    ,
    Badr M. Abdullah
    ,
    Wei Xue
    , Dietrich Klakow,
    Bernd Möbius
    ,
    Tania Avgustinova
  10. PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks
    EMNLP 2025 ·
    Yunuo Liu
    ,
    Dawei Zhu
    ,
    Zena Al-Khalili
    ,
    Dai Cheng
    ,
    Yanjun Chen
    , Dietrich Klakow,
    Wei Zhang
    ,
    Xiaoyu Shen
  11. ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding
    NAACL 2025 ·
    Israel Abebe Azime
    ,
    Atnafu Lambebo Tonja
    ,
    Tadesse Destaw Belay
    ,
    Yonas Chanie
    ,
    Bontu Fufa Balcha
    ,
    Negasi Haile Abadi
    ,
    Henok Biadglign Ademtew
    ,
    Mulubrhan Abebe Nerea
    ,
    Debela Desalegn Yadeta
    ,
    Derartu Dagne Geremew
    ,
    Assefa Atsbiha tesfau
    ,
    Philipp Slusallek
    ,
    Thamar Solorio
    , Dietrich Klakow
  12. Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
    ACL 2025 ·
    Xinghao Chen
    ,
    Zhijing Sun
    ,
    Wenjin Guo
    ,
    Miaoran Zhang
    ,
    Yanjun Chen
    ,
    Yirong Sun
    ,
    Hui Su
    ,
    Yijie Pan
    , Dietrich Klakow,
    Wenjie Li
    ,
    Xiaoyu Shen
  13. Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification
    InterSpeech 2025 ·
    Badr M. Abdullah
    ,
    Matthew Baas
    ,
    Bernd Möbius
    , Dietrich Klakow
  14. A Preference-driven Paradigm for Enhanced Translation with Large Language Models
    NAACL 2024 ·
    Dawei Zhu
    ,
    Sony Trenous
    ,
    Xiaoyu Shen
    , Dietrich Klakow,
    Bill Byrne
    ,
    Eva Hasler
  15. Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context
    InterSpeech 2024 ·
    Iuliia Zaitova
    ,
    Irina Stenger
    ,
    Wei Xue
    ,
    Tania Avgustinova
    ,
    Bernd Möbius
    , Dietrich Klakow
  16. Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning
    ACL 2024 ·
    Pin-Jie Lin
    ,
    Miaoran Zhang
    ,
    Marius Mosbach
    , Dietrich Klakow
  17. Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
    EMNLP 2024 ·
    Dawei Zhu
    ,
    Pinzhen Chen
    ,
    Miaoran Zhang
    ,
    Barry Haddow
    ,
    Xiaoyu Shen
    , Dietrich Klakow
  18. From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP
    EMNLP 2024 ·
    Marius Mosbach
    ,
    Vagrant Gautam
    ,
    Tomás Vergara Browne
    , Dietrich Klakow,
    Mor Geva
  19. Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control
    InterSpeech 2024 ·
    Alexander Blatt
    ,
    Aravind Krishnan
    , Dietrich Klakow
  20. On the Encoding of Gender in Transformer-based ASR Representations
    InterSpeech 2024 ·
    Aravind Krishnan
    ,
    Badr M. Abdullah
    , Dietrich Klakow
  21. The Hidden Space of Transformer Language Adapters
    ACL 2024 ·
    Jesujoba Alabi
    ,
    Marius Mosbach
    ,
    Matan Eyal
    , Dietrich Klakow,
    Mor Geva
  22. The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis
    ACL 2024 ·
    Miaoran Zhang
    ,
    Vagrant Gautam
    ,
    Mingyang Wang
    ,
    Jesujoba Alabi
    ,
    Xiaoyu Shen
    , Dietrich Klakow,
    Marius Mosbach
  23. Understanding "Democratization" in NLP and ML Research
    EMNLP 2024 ·
    Arjun Subramonian
    ,
    Vagrant Gautam
    , Dietrich Klakow,
    Zeerak Talat
  24. Wave to Interlingua: Analyzing Representations of Multilingual Speech Transformers for Spoken Language Translation
    InterSpeech 2024 ·
    Badr M. Abdullah
    ,
    Mohammed Maqsood Shaik
    , Dietrich Klakow
  25. What Are the Rules? Discovering Constraints from Data
    AAAI 2024 ·
    Boris Wiegand
    , Dietrich Klakow,
    Jilles Vreeken