Tom Sherborne

According to our database, Tom Sherborne authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

If You Can't Use Them, Recycle Them: Optimizing Merging at Scale Mitigates Performance Tradeoffs.

Muhammad Khalifa, Yi Chern Tan, Arash Ahmadian, Tom Hosking, Honglak Lee, Lu Wang, Ahmet Üstün, Tom Sherborne, Matthias Gallé

CoRR, 2024

TRAM: Bridging Trust Regions and Sharpness Aware Minimization.

Tom Sherborne, Naomi Saphra, Pradeep Dasigi, Hao Peng

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Scalable Data Ablation Approximations for Language Models through Modular Training and Merging.

Clara Na, Ian Magnusson, Ananya Harsh Jha, Tom Sherborne, Emma Strubell, Jesse Dodge, Pradeep Dasigi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

On Leakage of Code Generation Evaluation Datasets.

Alexandre Matton, Tom Sherborne, Dennis Aumiller, Elena Tommasone, Milad Alizadeh, Jingyi He, Raymond Ma, Maxime Voisin, Ellen Gilsenan-McMahon, Matthias Gallé

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Meta-Learning a Cross-lingual Manifold for Semantic Parsing.

Tom Sherborne, Mirella Lapata

Trans. Assoc. Comput. Linguistics, 2023

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing.

Tom Sherborne, Tom Hosking, Mirella Lapata

Trans. Assoc. Comput. Linguistics, 2023

Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation.

Hao Peng, Qingqing Cao, Jesse Dodge, Matthew E. Peters, Jared Fernandez, Tom Sherborne, Kyle Lo, Sam Skjonsberg, Emma Strubell, Darrell Plessas, Iz Beltagy, Evan Pete Walsh, Noah A. Smith, Hannaneh Hajishirzi

CoRR, 2023

Extrinsic Evaluation of Machine Translation Metrics.

Nikita Moghe, Tom Sherborne, Mark Steedman, Alexandra Birch

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Zero-Shot Cross-lingual Semantic Parsing.

Tom Sherborne, Mirella Lapata

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2020

Bootstrapping a Crosslingual Semantic Parser.

Tom Sherborne, Yumo Xu, Mirella Lapata

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity.

Huiyuan Xie, Tom Sherborne, Alexander Kuhnle, Ann A. Copestake

CoRR, 2019

2017

CacheMAsT: Cache Management Analysis and Visualization Tool.

Daphné Tuncer, Tom Sherborne, Marinos Charalambides, George Pavlou

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017