Jannik Strötgen
27 papers · 2010–2025 · 5 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (50) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full
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Dynamic Duo
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Venues
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Research topics
Natural Language Processing
(18)
Machine Learning
(16)
Artificial Intelligence
(13)
Learning Types · Machine Learning
(13)
Deep Learning
(12)
Learning Types · Deep Learning
(11)
Resources & Methods
(10)
Application Areas
(8)
Applications
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Learning Paradigms
(8)
Understanding
(8)
Core AI
(5)
Architectures
(3)
Core Methods
(3)
Techniques
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Keywords
domain adaptation
(4)
sequence labeling
(4)
named entity recognition
(4)
low-resource language
(4)
transfer learning
(3)
multilingual nlp
(3)
catastrophic forgetting
(3)
continual learning
(3)
knowledge editing
(2)
attention mechanism
(2)
word embedding
(2)
model editing
(2)
cross-lingual transfer
(2)
natural language processing
(2)
adversarial training
(2)
sentiment analysis
(2)
part-of-speech tagging
(2)
entity linking
(2)
pre-trained language model
(2)
distant supervision
(2)
Papers
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion
ACL 2025
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
EMNLP 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
ACL 2025
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization
EMNLP 2024
Discourse-Aware In-Context Learning for Temporal Expression Normalization
NAACL 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning
ACL 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models
NAACL 2024
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training
EMNLP 2023
Multilingual Normalization of Temporal Expressions with Masked Language Models
EACL 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis
SemEval 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers
ACL 2023
A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning?
ACL 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping
EMNLP 2022
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios
NAACL 2021
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations
EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning
EMNLP 2021
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text
ACL 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain
ACL 2020
On the Choice of Auxiliary Languages for Improved Sequence Tagging
ACL 2020
“A Buster Keaton of Linguistics”: First Automated Approaches for the Extraction of Vossian Antonomasia
EMNLP 2019
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection
EMNLP 2019
diaNED: Time-Aware Named Entity Disambiguation for Diachronic Corpora
ACL 2018
A Baseline Temporal Tagger for all Languages
EMNLP 2015
HeidelToul: A Baseline Approach for Cross-document Event Ordering
SemEval 2015
Chinese Temporal Tagging with HeidelTime
EACL 2014
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3
SemEval 2013
HeidelTime: High Quality Rule-Based Extraction and Normalization of Temporal Expressions
SemEval 2010