David Mueller
6 papers · 2018–2024 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (26) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
π£
Hot Topic Early Bird
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Cross-Pollinator
(14)
π
Keyword Champion
β
The Questioner
(2)
Conferences
EMNLP (3)
ACL (2)
NIPS (1)
Top co-authors
Keywords
multi-task learning
(2)
transfer learning
(2)
in-context learning
(2)
parameter sharing
(2)
attention mechanism
(2)
entity linking
(1)
cross-lingual transfer
(1)
named entity recognition
(1)
instruction tuning
(1)
context modeling
(1)
layer-wise analysis
(1)
convolutional network
(1)
parameter-efficient fine-tuning
(1)
ensemble distillation
(1)
mechanistic interpretability
(1)
task recognition
(1)
prompt instruction
(1)
negative transfer
(1)
multilingual named entity recognition
(1)
polyglot model
(1)
Papers
Where does In-context Learning Happen in Large Language Models?
NIPS 2024
Multi-Task Transfer Matters During Instruction-Tuning
ACL 2024
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?
EMNLP 2022
Sources of Transfer in Multilingual Named Entity Recognition
ACL 2020
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, FastβChoose Three
EMNLP 2020
Effective Use of Context in Noisy Entity Linking
EMNLP 2018