Jonas Golde
10 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🧭 Keyword Pioneer
👥
Mega-Team · Squad
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Natural Language Processing
(8)
Machine Learning
(5)
Resources & Methods
(5)
Artificial Intelligence
(4)
Learning Paradigms
(3)
Learning Types
(3)
Understanding
(3)
Application Areas
(2)
Applications
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Keywords
zero-shot learning
(4)
named entity recognition
(4)
knowledge distillation
(2)
sample efficiency
(2)
large language model
(2)
few-shot learning
(2)
code generation
(1)
language modeling
(1)
dataset creation
(1)
language model
(1)
entity linking
(1)
hierarchical text classification
(1)
question decomposition
(1)
instruction tuning
(1)
label shift
(1)
label hierarchy
(1)
semantic similarity
(1)
recurrent neural network
(1)
data augmentation
(1)
embedding space
(1)
Papers
FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition
EACL 2026
Hierarchical Text Classification with LLM-Refined Taxonomies
EACL 2026
Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data
NAACL 2025
Question Decomposition for Retrieval-Augmented Generation
ACL 2025
Sample-Efficient Language Modeling with Linear Attention and Lightweight Enhancements
EMNLP 2025
BabyHGRN: Exploring RNNs for Sample-Efficient Language Modeling
CoNLL 2024
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition
EACL 2024
PECC: Problem Extraction and Coding Challenges
COLING 2024
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs
EMNLP 2023
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NeurIPS 2022