David Mueller

18 papers A* 3Journal 10Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Can Optimization Trajectories Explain Multi-Task Transfer?
Trans. Mach. Learn. Res.
David Mueller, Mark Dredze, Nicholas Andrews
2025 J jnl
Uncertainty Distillation: Teaching Language Models to Express Semantic Confidence.
CoRR
Sophia Hager, David Mueller, Kevin Duh, Nicholas Andrews
2024 J jnl
Can Optimization Trajectories Explain Multi-Task Transfer?
CoRR
David Mueller, Mark Dredze, Nicholas Andrews
2024 — conf
Multi-Task Transfer Matters During Instruction-Tuning.
ACL (Findings)
David Mueller, Mark Dredze, Nicholas Andrews
2024 J jnl
Problem size reduction methods for large CVRPs.
Comput. Oper. Res.
Alina G. Dragomir, David Mueller
2024 A* conf
Where does In-context Learning Happen in Large Language Models?
NeurIPS
Suzanna Sia, David Mueller, Kevin Duh
2024 J jnl
Where does In-context Translation Happen in Large Language Models.
CoRR
Suzanna Sia, David Mueller, Kevin Duh
2022 — conf
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?
EMNLP (Findings)
David Mueller, Nicholas Andrews, Mark Dredze
2022 J jnl
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?
CoRR
David Mueller, Nicholas Andrews, Mark Dredze
2020 J jnl
A2Cloud-RF: A random forest based statistical framework to guide resource selection for high-performance scientific computing on the cloud.
Concurr. Comput. Pract. Exp.
David Samuel, Syeduzzaman Khan, Cody J. Balos, Zachariah Abuelhaj, Anthony D. Dutoi, Chadi Kari, David Mueller, Vivek K. Pallipuram
2020 — conf
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three.
EMNLP (1)
Steven Reich, David Mueller, Nicholas Andrews
2020 J jnl
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three.
CoRR
Steven Reich, David Mueller, Nicholas Andrews
2020 A* conf
Sources of Transfer in Multilingual Named Entity Recognition.
ACL
David Mueller, Nicholas Andrews, Mark Dredze
2020 J jnl
Sources of Transfer in Multilingual Named Entity Recognition.
CoRR
David Mueller, Nicholas Andrews, Mark Dredze
2019 J jnl
Tackling a VRP challenge to redistribute scarce equipment within time windows using metaheuristic algorithms.
EURO J. Transp. Logist.
Ahmed Kheiri, Alina G. Dragomir, David Mueller, Joaquim A. S. Gromicho, Caroline J. Jagtenberg, Jelke J. van Hoorn
2018 — conf
A2Cloud: An Analytical Model for Application-to-Cloud Matching to Empower Scientific Computing.
IEEE CLOUD
Cody J. Balos, David de la Vega, Zachariah Abuelhaj, Chadi Kari, David Mueller, Vivek K. Pallipuram
2018 — conf
Actions and Strategies: A Verbal Data Analysis of Phishing Emails.
SIGDOC
David Mueller
2018 A* conf
Effective Use of Context in Noisy Entity Linking.
EMNLP
David Mueller, Greg Durrett