Roman Plaud
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CONLL (1)
EMNLP (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
multilabel classification
(2)
hierarchical text classification
(2)
label hierarchy
(2)
reward signal
(1)
hierarchical metric
(1)
reinforcement learning fine-tuning
(1)
token-level exploration
(1)
large language model
(1)
kl penalty
(1)
policy optimization
(1)
critical token
(1)
kl divergence
(1)
evaluation metric
(1)
Papers
To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers
ICML 2025
Ignore the KL Penalty! Boosting Exploration on Critical Tokens to Enhance RL Fine-Tuning
NAACL 2025
Revisiting Hierarchical Text Classification: Inference and Metrics
CONLL 2024
Revisiting Hierarchical Text Classification: Inference and Metrics
EMNLP 2024