Leonhard Hennig
23 papers · 2010–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Keyword Collector
(97)
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Trend Setter
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Century Club · Bronze
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Unstoppable · Bronze
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The Questioner
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Research topics
Natural Language Processing
(17)
Machine Learning
(15)
Applications
(13)
Core Methods
(9)
Learning Types · Machine Learning
(9)
Artificial Intelligence
(8)
Deep Learning
(8)
Core AI
(7)
Resources & Methods
(7)
Learning Types · Deep Learning
(4)
Architectures
(3)
Optimization & Theory
(3)
Understanding
(3)
Application Areas
(2)
Generation
(2)
Keywords
text classification
(6)
relation extraction
(5)
named entity recognition
(5)
relation classification
(3)
information extraction
(2)
few-shot learning
(2)
argument mining
(2)
pre-trained language model
(2)
dialogue system
(2)
transfer learning
(2)
representation learning
(2)
multilingual nlp
(2)
feature attribution
(2)
machine translation
(2)
knowledge transfer
(1)
attention mechanism
(1)
efficient training
(1)
contrastive learning
(1)
annotation projection
(1)
sentiment analysis
(1)
Papers
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution
NAACL 2025
DFKI-MLST at DialAM-2024 Shared Task: System Description
ACL 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations
NAACL 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey
ACL 2024
Symmetric Dot-Product Attention for Efficient Training of BERT Language Models
ACL 2024
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset
ACL 2023
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
ACL 2023
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition
ACL 2022
Full-Text Argumentation Mining on Scientific Publications
AACL 2022
Multilingual Relation Classification via Efficient and Effective Prompting
EMNLP 2022
Why only Micro-F1? Class Weighting of Measures for Relation Classification
ACL 2022
Bootstrapping Named Entity Recognition in E-Commerce with Positive Unlabeled Learning
ACL 2020
Defx at SemEval-2020 Task 6: Joint Extraction of Concepts and Relations for Definition Extraction
SemEval 2020
Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction
ACL 2020
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
ACL 2020
Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
ACL 2019
Layerwise Relevance Visualization in Convolutional Text Graph Classifiers
EMNLP 2019
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs
EMNLP 2018
Common Round: Application of Language Technologies to Large-Scale Web Debates
EACL 2017
Real-Time Discovery and Geospatial Visualization of Mobility and Industry Events from Large-Scale, Heterogeneous Data Streams
ACL 2016
A Web-based Collaborative Evaluation Tool for Automatically Learned Relation Extraction Patterns
ACL 2015
Multi-Objective Optimization for the Joint Disambiguation of Nouns and Named Entities
ACL 2015
Learning Summary Content Units with Topic Modeling
COLING 2010