Dietrich Klakow
59 publications
18 venues
H Index 18
Affiliation
Saarland University, Saarbr cken, GermanyLinks
| Name | Venue | Year | citations |
|---|---|---|---|
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks.
|
EMNLP | 2025 | 0 |
| AFRIDOC-MT: Document-level MT Corpus for African Languages.
|
EMNLP | 2025 | 5 |
| It's Not a Walk in the Park! Challenges of Idiom Translation in Speech-to-text Systems.
|
ACL | 2025 | 1 |
| INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages.
|
ACL | 2025 | 7 |
| Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead.
|
EMNLP | 2025 | 9 |
| Improving Semantic Understanding in Speech Language Models via Brain-tuning.
|
ICLR | 2025 | 0 |
| Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding.
|
COLING | 2025 | 0 |
| The Hidden Space of Transformer Language Adapters.
|
ACL | 2024 | 17 |
| Learning Part-whole Hierarchies from the Sequence of Handwriting.
|
Cognitive Science | 2024 | 0 |
| Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
|
EMNLP | 2024 | 22 |
| From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP.
|
EMNLP | 2024 | 19 |
| What Are the Rules? Discovering Constraints from Data.
|
AAAI | 2024 | 2 |
| Understanding "Democratization" in NLP and ML Research.
|
EMNLP | 2024 | 0 |
| MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages.
|
ACL | 2023 | 20 |
| Weaker Than You Think: A Critical Look at Weakly Supervised Learning.
|
ACL | 2023 | 19 |
| Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times.
|
SDM | 2023 | 0 |
| Multilingual Normalization of Temporal Expressions with Masked Language Models.
|
EACL | 2023 | 0 |
| Meta Self-Refinement for Robust Learning with Weak Supervision.
|
EACL | 2023 | 0 |
| Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning.
|
COLING | 2022 | 182 |
| MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition.
|
EMNLP | 2022 | 57 |
| Discovering Interpretable Data-to-Sequence Generators.
|
AAAI | 2022 | 3 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors.
|
ICML | 2022 | 0 |
| To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning.
|
EMNLP | 2021 | 13 |
| Analysing the Noise Model Error for Realistic Noisy Label Data.
|
AAAI | 2021 | 24 |
| SoloFinger: Robust Microgestures while Grasping Everyday Objects.
|
CHI | 2021 | 35 |
| Preventing Author Profiling through Zero-Shot Multilingual Back-Translation.
|
EMNLP | 2021 | 7 |
| Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression.
|
ESANN | 2021 | 0 |
| Mining Easily Understandable Models from Complex Event Logs.
|
SDM | 2021 | 8 |
| On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines.
|
ICLR | 2021 | 0 |
| FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations.
|
EMNLP | 2021 | 0 |
| Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods.
|
JAIR | 2021 | 0 |
| On the Security Relevance of Initial Weights in Deep Neural Networks.
|
ICANN | 2020 | 8 |
| A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English.
|
COLING | 2020 | 7 |
| Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence.
|
ACL | 2020 | 51 |
| Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages.
|
EMNLP | 2020 | 79 |
| Nexus Network: Connecting the Preceding and the Following in Dialogue Generation.
|
EMNLP | 2018 | 30 |
| Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization.
|
ECIR | 2018 | 7 |
| Long-Short Range Context Neural Networks for Language Modeling.
|
EMNLP | 2016 | 10 |
| Unsupervised morph segmentation and statistical language models for vocabulary expansion.
|
ACL | 2016 | 7 |
| Event participant modelling with neural networks.
|
EMNLP | 2016 | 30 |
| Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling.
|
COLING | 2016 | 3 |
| RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population.
|
EACL | 2014 | 22 |
| Separating Brands from Types: an Investigation of Different Features for the Food Domain.
|
COLING | 2014 | 3 |
| Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns.
|
EACL | 2014 | 1 |
| Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction.
|
EACL | 2014 | 12 |
| Feature-based models for improving the quality of noisy training data for relation extraction.
|
CIKM | 2013 | 18 |
| Combining Generative and Discriminative Model Scores for Distant Supervision.
|
EMNLP | 2013 | 44 |
| Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach.
|
IJCNLP | 2013 | 6 |
| Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs.
|
IUI | 2012 | 12 |
| Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction.
|
EACL | 2012 | 18 |
| Trained trigger language model for sentence retrieval in QA: bridging the vocabulary gap.
|
CIKM | 2011 | 4 |
| Cross-language retrieval using link-based language models.
|
SIGIR | 2010 | 15 |
| Hierarchical pitman-yor language model for information retrieval.
|
SIGIR | 2010 | 11 |
| A word clustering approach for language model-based sentence retrieval in question answering systems.
|
CIKM | 2009 | 37 |
| Optimizing Language Models for Polarity Classification.
|
ECIR | 2008 | 4 |
| Language Model Based Query Classification.
|
ECIR | 2007 | 8 |
| Combining term-based and event-based matching for question answering.
|
SIGIR | 2007 | 2 |
| Exploring Correlation of Dependency Relation Paths for Answer Extraction.
|
ACL | 2006 | 60 |
| Exploring Syntactic Relation Patterns for Question Answering.
|
IJCNLP | 2005 | 28 |