Matthias Samwald
5 papers · 2021–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π₯
Mega-Team
(43)
π
Trend Setter
Conferences
ACL (2)
NIPS (2)
EMNLP (1)
Top co-authors
Research topics
Keywords
few-shot learning
(2)
nlp benchmark
(2)
zero-shot learning
(2)
model robustness
(1)
named entity recognition
(1)
language modeling
(1)
instruction tuning
(1)
evaluation metric
(1)
robustness evaluation
(1)
model reliability
(1)
dataset curation
(1)
model performance
(1)
systematic literature review
(1)
input perturbation
(1)
neural language model
(1)
biomedical natural language processing
(1)
biomedical nlp
(1)
large language model
(1)
word-level noise
(1)
data documentation
(1)
Papers
CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews
NIPS 2023
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NIPS 2022
Dataset Debt in Biomedical Language Modeling
ACL 2022
A global analysis of metrics used for measuring performance in natural language processing
ACL 2022
Evaluating the Robustness of Neural Language Models to Input Perturbations
EMNLP 2021