Stefan Dietze
7 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (10) 🌈 Renaissance Researcher (6)
🗺️
Taxonomy Completionist
(19)
Conferences
ACL (2)
NAACL (2)
AAAI (1)
COLING (1)
EMNLP (1)
Top co-authors
Keywords
named entity recognition
(3)
information extraction
(2)
fine-grained entity
(2)
argument mining
(2)
relation extraction
(2)
prompt engineering
(1)
semantic analysis
(1)
scholarly text mining
(1)
text understanding
(1)
out-of-distribution generalization
(1)
knowledge graph
(1)
cross-domain generalization
(1)
machine learning model
(1)
pretrained language model
(1)
machine learning dataset
(1)
contrastive pre-training
(1)
knowledge retrieval
(1)
shared task
(1)
entity type
(1)
entity classification
(1)
Papers
GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning
AAAI 2026
SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction
ACL 2025
Limited Generalizability in Argument Mining: State-Of-The-Art Models Learn Datasets, Not Arguments
ACL 2025
TACO – Twitter Arguments from COnversations
COLING 2024
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models
NAACL 2024
BERTweet’s TACO Fiesta: Contrasting Flavors On The Path Of Inference And Information-Driven Argument Mining On Twitter
NAACL 2024
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets
EMNLP 2023