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David Mueller
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2020 – today
- 2024
- [j3]Alina G. Dragomir
, David Mueller:
Problem size reduction methods for large CVRPs. Comput. Oper. Res. 172: 106820 (2024) - [c8]David Mueller, Mark Dredze, Nicholas Andrews:
Multi-Task Transfer Matters During Instruction-Tuning. ACL (Findings) 2024: 14880-14891 - [c7]Suzanna Sia, David Mueller, Kevin Duh:
Where does In-context Learning Happen in Large Language Models? NeurIPS 2024 - [i5]Suzanna Sia, David Mueller, Kevin Duh:
Where does In-context Translation Happen in Large Language Models. CoRR abs/2403.04510 (2024) - [i4]David Mueller, Mark Dredze, Nicholas Andrews:
Can Optimization Trajectories Explain Multi-Task Transfer? CoRR abs/2408.14677 (2024) - 2022
- [c6]David Mueller, Nicholas Andrews, Mark Dredze:
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? EMNLP (Findings) 2022: 2843-2858 - [i3]David Mueller, Nicholas Andrews, Mark Dredze:
Do Text-to-Text Multi-Task Learners Suffer from Task Conflict? CoRR abs/2212.06645 (2022) - 2020
- [j2]David Samuel, Syeduzzaman Khan, Cody J. Balos
, Zachariah Abuelhaj, Anthony D. Dutoi, Chadi Kari, David Mueller, Vivek K. Pallipuram
:
A2Cloud-RF: A random forest based statistical framework to guide resource selection for high-performance scientific computing on the cloud. Concurr. Comput. Pract. Exp. 32(24) (2020) - [c5]David Mueller, Nicholas Andrews, Mark Dredze:
Sources of Transfer in Multilingual Named Entity Recognition. ACL 2020: 8093-8104 - [c4]Steven Reich, David Mueller, Nicholas Andrews:
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three. EMNLP (1) 2020: 5583-5595 - [i2]David Mueller, Nicholas Andrews, Mark Dredze:
Sources of Transfer in Multilingual Named Entity Recognition. CoRR abs/2005.00847 (2020) - [i1]Steven Reich, David Mueller, Nicholas Andrews:
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast - Choose Three. CoRR abs/2010.06721 (2020)
2010 – 2019
- 2019
- [j1]Ahmed Kheiri
, Alina G. Dragomir
, David Mueller
, Joaquim A. S. Gromicho, Caroline J. Jagtenberg
, Jelke J. van Hoorn
:
Tackling a VRP challenge to redistribute scarce equipment within time windows using metaheuristic algorithms. EURO J. Transp. Logist. 8(5): 561-595 (2019) - 2018
- [c3]Cody J. Balos
, David de la Vega, Zachariah Abuelhaj, Chadi Kari, David Mueller, Vivek K. Pallipuram:
A2Cloud: An Analytical Model for Application-to-Cloud Matching to Empower Scientific Computing. IEEE CLOUD 2018: 548-555 - [c2]David Mueller, Greg Durrett:
Effective Use of Context in Noisy Entity Linking. EMNLP 2018: 1024-1029 - [c1]David Mueller:
Actions and Strategies: A Verbal Data Analysis of Phishing Emails. SIGDOC 2018: 31:1-31:2
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