Piotr Piękos
5 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (13) 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Keyword Champion
(2)
Conferences
ACL (2)
ICLR (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
mathematical reasoning
(2)
reasoning order prediction
(2)
pretext task
(2)
attention mechanism
(1)
question answering
(1)
autoregressive generation
(1)
language modeling
(1)
efficient inference
(1)
data privacy
(1)
language model
(1)
mixture of expert
(1)
compute efficiency
(1)
parameter efficiency
(1)
language model fine-tuning
(1)
word problem
(1)
pre-training data detection
(1)
wall-clock speedup
(1)
word math problem
(1)
language model fine tuning
(1)
positional decay reweighting
(1)
Papers
PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection
ACL 2026
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
NIPS 2024
Fast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search
ICLR 2023
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning.
ACL 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning.
IJCNLP 2021