Jonathan Kamp
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
token classification
(2)
text classification
(1)
argument mining
(1)
natural language inference
(1)
feature attribution
(1)
gradient-based method
(1)
language model
(1)
integrated gradient
(1)
token importance
(1)
post-hoc explanation
(1)
perturbation method
(1)
explanation faithfulness
(1)
cross-domain classification
(1)
robustness testing
(1)
interpretability method
(1)
attention regularization
(1)
text classifier
(1)
explanation visualization
(1)
rationale-based learning
(1)
syntactic span
(1)
Papers
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies
IJCNLP 2025
The Role of Syntactic Span Preferences in Post-Hoc Explanation Disagreement
COLING 2024
Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods
EMNLP 2023
Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition
COLING 2022