Tom Sherborne
7 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(25)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(4)
Natural Language Processing
(3)
Application Areas
(3)
Applications · Natural Language Processing
(3)
Learning Paradigms
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
machine translation
(3)
cross-lingual transfer
(2)
semantic parsing
(2)
zero-shot learning
(1)
model selection
(1)
domain generalization
(1)
multi-task learning
(1)
downstream task
(1)
zero-shot transfer
(1)
synthetic data
(1)
content moderation
(1)
code generation
(1)
model merging
(1)
sharpness-aware minimization
(1)
language model
(1)
transfer learning
(1)
benchmark evaluation
(1)
trust region
(1)
catastrophic forgetting
(1)
representation learning
(1)
Papers
Compositional Generalisation for Explainable Hate Speech Detection
EMNLP 2025
On Leakage of Code Generation Evaluation Datasets
EMNLP 2024
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
EMNLP 2024
TRAM: Bridging Trust Regions and Sharpness Aware Minimization
ICLR 2024
Extrinsic Evaluation of Machine Translation Metrics
ACL 2023
Zero-Shot Cross-lingual Semantic Parsing
ACL 2022
Bootstrapping a Crosslingual Semantic Parser
EMNLP 2020