← Authors

Dietrich Klakow

126 papers · 2005–2025 · 12 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (20) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (5) πŸ—ΊοΈ Taxonomy Completionist (21) 🏠 Conference Loyalist (32) 🀝 Dynamic Duo (20) 🧬 Topic Evolution πŸ‘₯ Mega-Team (45) πŸ”¬ Deep Specialist (19) πŸ† Keyword Champion (3) πŸ—ƒοΈ Keyword Collector (399) ⚑ Prolific Year (13) ❓ The Questioner (10) πŸ’Ž Century Club (126) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (10)

Conferences

EMNLP (32) ACL (20) INTERSPEECH (19) NAACL (15) COLING (13) EACL (12) IJCNLP (6) AAAI (3) ICLR (2) SEMEVAL (2) CONLL (1) ICML (1)

Top co-authors

Marius Mosbach (20) Xiaoyu Shen (16) Badr M. Abdullah (15) Michael A. Hedderich (13) David Ifeoluwa Adelani (12) Miaoran Zhang (12) Bernd MΓΆbius (10) Dawei Zhu (9) Dana Ruiter (8) Vagrant Gautam (7)

Research topics

Education (2) Speech & Audio (1) Privacy (1)

Keywords

low-resource language (13) large language model (11) named entity recognition (11) cross-lingual transfer (10) multilingual nlp (7) multilingual model (7) transfer learning (7) text classification (7) machine translation (6) neural network (6) zero-shot learning (6) representation learning (6) african language (6) language model (5) natural language processing (5) domain adaptation (5) data augmentation (4) noisy label (4) speech processing (4) text generation (4)

Papers

Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
Saarland-Groningen at NADI 2025 Shared Task: Effective Dialectal Arabic Speech Processing under Data Constraints EMNLP 2025
AFRIDOC-MT: Document-level MT Corpus for African Languages EMNLP 2025
Attention on Multiword Expressions: A Multilingual Study of BERT-based Models with Regard to Idiomaticity and Microsyntax NAACL 2025
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks EMNLP 2025
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead EMNLP 2025
Improving Semantic Understanding in Speech Language Models via Brain-tuning ICLR 2025
ProverbEval: Exploring LLM Evaluation Challenges for Low-resource Language Understanding NAACL 2025
Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding COLING 2025
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches EMNLP 2025
INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages ACL 2025
It’s Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems ACL 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025
Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control INTERSPEECH 2024
On the Encoding of Gender in Transformer-based ASR Representations INTERSPEECH 2024
Wave to Interlingua: Analyzing Representations of Multilingual Speech Transformers for Spoken Language Translation INTERSPEECH 2024
Annotating Customer-Oriented Behaviour in Call Centre Sales Dialogues COLING 2024
EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation COLING 2024
Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues COLING 2024
Modeling Diachronic Change in English Scientific Writing over 300+ Years with Transformer-based Language Model Surprisal COLING 2024
Understanding β€œDemocratization” in NLP and ML Research EMNLP 2024
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP EMNLP 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? EMNLP 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness NAACL 2024
What explains the success of cross-modal fine-tuning with ORCA? NAACL 2024
What Are the Rules? Discovering Constraints from Data AAAI 2024
AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness SEMEVAL 2024
The Hidden Space of Transformer Language Adapters ACL 2024
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning ACL 2024
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis ACL 2024
Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It? ACL 2024
An Interactive Toolkit for Approachable NLP ACL 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models NAACL 2024
Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context INTERSPEECH 2024
WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case EMNLP 2024
Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures CONLL 2023
An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech INTERSPEECH 2023
Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation ACL 2023
Weaker Than You Think: A Critical Look at Weakly Supervised Learning ACL 2023
MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages ACL 2023
A Lightweight Method to Generate Unanswerable Questions in English EMNLP 2023
Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures EMNLP 2023
On the Nature of Discrete Speech Representations in Multilingual Self-supervised Models EACL 2023
Meta Self-Refinement for Robust Learning with Weak Supervision EACL 2023
Multilingual Normalization of Temporal Expressions with Masked Language Models EACL 2023
Varepsilon kΓΊ mask: Integrating YorΓΉbΓ‘ cultural greetings into machine translation EACL 2023
Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists EACL 2023
On the N-gram Approximation of Pre-trained Language Models INTERSPEECH 2023
Mapping Phonology to Semantics: A Computational Model of Cross-Lingual Spoken-Word Recognition COLING 2022
Discovering Interpretable Data-to-Sequence Generators AAAI 2022
Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL 2022
Knowledge Base Index Compression via Dimensionality and Precision Reduction ACL 2022
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022
Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors ICML 2022
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings INTERSPEECH 2022
A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL 2022
MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL 2022
Exploiting Social Media Content for Self-Supervised Style Transfer NAACL 2022
StereoKG: Data-Driven Knowledge Graph Construction For Cultural Knowledge and Stereotypes NAACL 2022
Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition INTERSPEECH 2021
How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021
Emoji-Based Transfer Learning for Sentiment Tasks EACL 2021
Familiar words but strange voices: Modelling the influence of speech variability on word recognition EACL 2021
Do we read what we hear? Modeling orthographic influences on spoken word recognition EACL 2021
Analysing the Noise Model Error for Realistic Noisy Label Data AAAI 2021
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines ICLR 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL 2021
Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study INTERSPEECH 2021
Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic INTERSPEECH 2021
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces IJCNLP 2021
Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors INTERSPEECH 2021
Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Privacy Guarantees for De-Identifying Text Transformations INTERSPEECH 2020
Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages INTERSPEECH 2020
Defining Explanation in an AI Context EMNLP 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence ACL 2020
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling COLING 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers EMNLP 2020
HUMAN: Hierarchical Universal Modular ANnotator EMNLP 2020
Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages EMNLP 2020
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling SEMEVAL 2020
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification COLING 2020
A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English COLING 2020
Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification EMNLP 2020
Select and Attend: Towards Controllable Content Selection in Text Generation IJCNLP 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels IJCNLP 2019
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator IJCNLP 2019
Cross-lingual Transfer Learning for Japanese Named Entity Recognition NAACL 2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 2019
Select and Attend: Towards Controllable Content Selection in Text Generation EMNLP 2019
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP 2019
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP 2019
Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) EMNLP 2019
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP 2018
Closing Brackets with Recurrent Neural Networks EMNLP 2018
A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models INTERSPEECH 2017
The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density INTERSPEECH 2017
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition INTERSPEECH 2017
Estimation of Gap Between Current Language Models and Human Performance INTERSPEECH 2017
Incremental Dialogue Act Recognition: Token- vs Chunk-Based Classification INTERSPEECH 2017
Long-Short Range Context Neural Networks for Language Modeling EMNLP 2016
Sequential Recurrent Neural Networks for Language Modeling INTERSPEECH 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Event participant modelling with neural networks EMNLP 2016
Unsupervised morph segmentation and statistical language models for vocabulary expansion ACL 2016
RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population EACL 2014
Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction EACL 2014
Separating Brands from Types: an Investigation of Different Features for the Food Domain COLING 2014
Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns EACL 2014
Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach IJCNLP 2013
Combining Generative and Discriminative Model Scores for Distant Supervision EMNLP 2013
Predicative Adjectives: An Unsupervised Criterion to Extract Subjective Adjectives NAACL 2013
Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction EACL 2012
Convolution Kernels for Opinion Holder Extraction NAACL 2010
A Comparative Study of Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval NAACL 2010
Exploring Correlation of Dependency Relation Paths for Answer Extraction ACL 2006
Exploring Correlation of Dependency Relation Paths for Answer Extraction COLING 2006
Exploring Syntactic Relation Patterns for Question Answering IJCNLP 2005