NLPExplorer

Dietrich Klakow

Number of Papers:- 90

Number of Citations:- 75

First ACL Paper:- 2005

Latest ACL Paper:- 2022

Venues:-

SocialNLP

insights

ISA

NoDaLiDa

BlackboxNLP

SpaNLP

LEGAL

ENLG

SemEval

IJCNLP

IWCS

MTSummit

NeSp-NLP

ACL

Findings

TextGraphs

COLING

RANLP

LASM

INLG

NAACL

LREC

VarDial

EMNLP

LANTERN

EACL

WOAH

Co-Authors:-

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Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification ACL insights

Knowledge Base Index Compression via Dimensionality and Precision Reduction ACL SpaNLP

Vilém Zouhar | Marius Mosbach | Miaoran Zhang | Dietrich Klakow |

Exploiting Social Media Content for Self-Supervised Style Transfer NAACL SocialNLP

MCSE: Multimodal Contrastive Learning of Sentence Embeddings NAACL

StereoKG: Data-Driven Knowledge Graph Construction For Cultural Knowledge and Stereotypes NAACL WOAH

Awantee Deshpande | Dana Ruiter | Marius Mosbach | Dietrich Klakow |

A Few Thousand Translations Go a Long Way! Leveraging Pre-trained Models for African News Translation NAACL

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning COLING

Jesujoba O. Alabi | David Ifeoluwa Adelani | Marius Mosbach | Dietrich Klakow |

Mapping Phonology to Semantics: A Computational Model of Cross-Lingual Spoken-Word Recognition COLING VarDial WS

Iuliia Zaitova | Badr Abdullah | Dietrich Klakow |

Legal and Ethical Challenges in Recording Air Traffic Control Speech LEGAL LREC

Modeling the Impact of Syntactic Distance and Surprisal on Cross-Slavic Text Comprehension LREC

Assessment of Sales Negotiation Strategies with ISO 24617-2 Dialogue Act Annotations ISA LREC

Jutta Stock | Volha Petukhova | Dietrich Klakow |

Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online LREC

Adapting Language Models When Training on Privacy-Transformed Data LREC

Tugtekin Turan | Dietrich Klakow | Emmanuel Vincent | Denis Jouvet |

Do we read what we hear? Modeling orthographic influences on spoken word recognition EACL

Nicole Macher | Badr M. Abdullah | Harm Brouwer | Dietrich Klakow |

Familiar words but strange voices: Modelling the influence of speech variability on word recognition EACL

Alexandra Mayn | Badr M. Abdullah | Dietrich Klakow |

Proceedings of the Third Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) EACL LANTERN

Emoji-Based Transfer Learning for Sentiment Tasks EACL

Susann Boy | Dana Ruiter | Dietrich Klakow |

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL

incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages RANLP

To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP

Lukas Lange | Jannik Strötgen | Heike Adel | Dietrich Klakow |

Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages MTSummit

Dana Ruiter | Dietrich Klakow | Josef van Genabith | Cristina España-Bonet |

FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP

Lukas Lange | Heike Adel | Jannik Strötgen | Dietrich Klakow |

Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL IJCNLP WOAH

Vanessa Hahn | Dana Ruiter | Thomas Kleinbauer | Dietrich Klakow |

Preventing Author Profiling through Zero-Shot Multilingual Back-Translation EMNLP

How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings BlackboxNLP EMNLP

Discourse-based Argument Segmentation and Annotation ISA IWCS

Ekaterina Saveleva | Volha Petukhova | Marius Mosbach | Dietrich Klakow |

Graph-based Argument Quality Assessment RANLP

Ekaterina Saveleva | Volha Petukhova | Marius Mosbach | Dietrich Klakow |

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence ACL

A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English COLING

Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification COLING VarDial

Proceedings of the Second Workshop on Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) COLING LANTERN

CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling COLING SemEval

Kathryn Chapman | Johannes Bernhard | Dietrich Klakow |

HUMAN: Hierarchical Universal Modular ANnotator EMNLP

On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers BlackboxNLP EMNLP

Marius Mosbach | Anna Khokhlova | Michael A. Hedderich | Dietrich Klakow |

Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification EMNLP insights

On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers EMNLP Findings

Marius Mosbach | Anna Khokhlova | Michael A. Hedderich | Dietrich Klakow |

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages EMNLP

Defining Explanation in an AI Context BlackboxNLP EMNLP

Tejaswani Verma | Christoph Lingenfelder | Dietrich Klakow |

ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation LREC

Marc Schulder | Johannah O’Mahony | Yury Bakanouski | Dietrich Klakow |

Select and Attend: Towards Controllable Content Selection in Text Generation EMNLP

Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels EMNLP

Lukas Lange | Michael A. Hedderich | Dietrich Klakow |

Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP

Xiaoyu Shen | Yang Zhao | Hui Su | Dietrich Klakow |

Proceedings of the Beyond Vision and LANguage: inTEgrating Real-world kNowledge (LANTERN) EMNLP WS

Aditya Mogadala | Dietrich Klakow | Sandro Pezzelle | Marie-Francine Moens |

Cross-lingual Transfer Learning for Japanese Named Entity Recognition NAACL

Andrew Johnson | Penny Karanasou | Judith Gaspers | Dietrich Klakow |

Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL

Debjit Paul | Mittul Singh | Michael A. Hedderich | Dietrich Klakow |

Using Multi-Sense Vector Embeddings for Reverse Dictionaries IWCS WS

Michael A. Hedderich | Andrew Yates | Dietrich Klakow | Gerard de Melo |

Some steps towards the generation of diachronic WordNets NoDaLiDa WS

Yuri Bizzoni | Marius Mosbach | Dietrich Klakow | Stefania Degaetano-Ortlieb |

Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case RANLP

Martin Wolf | Volha Petukhova | Dietrich Klakow |

incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages RANLP

Marius Mosbach | Irina Stenger | Tania Avgustinova | Dietrich Klakow |

NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation EMNLP

Xiaoyu Shen | Hui Su | Wenjie Li | Dietrich Klakow |

The Metalogue Debate Trainee Corpus: Data Collection and Annotations LREC

Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL WS

Michael A. Hedderich | Dietrich Klakow |

Closing Brackets with Recurrent Neural Networks EMNLP WS

Natalia Skachkova | Thomas Trost | Dietrich Klakow |

Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning INLG WS

David M. Howcroft | Dietrich Klakow | Vera Demberg |

Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings TextGraphs WS

Thomas Alexander Trost | Dietrich Klakow |

Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING

Mittul Singh | Clayton Greenberg | Youssef Oualil | Dietrich Klakow |

Event participant modelling with neural networks EMNLP

Long-Short Range Context Neural Networks for Language Modeling EMNLP

Youssef Oualil | Mittul Singh | Clayton Greenberg | Dietrich Klakow |

Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification LREC

Dilafruz Amanova | Volha Petukhova | Dietrich Klakow |

Orthographic and Morphological Correspondences between Related Slavic Languages as a Base for Modeling of Mutual Intelligibility LREC