Étienne Marcotte
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (11)
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Renaissance Researcher
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(15)
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Trend Setter
Conferences
ICML (3)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
transformer architecture
(2)
large language model
(2)
attention mechanism
(1)
question answering
(1)
language modeling
(1)
document understanding
(1)
language model evaluation
(1)
finite-sample analysis
(1)
multivariate time series
(1)
benchmark dataset
(1)
language model
(1)
probabilistic forecasting
(1)
inference efficiency
(1)
context-conditional modeling
(1)
unseen content
(1)
cross attention
(1)
proper scoring rule
(1)
predictive uncertainty
(1)
multivariate forecasting
(1)
encoder decoder architecture
(1)
Papers
Context is Key: A Benchmark for Forecasting with Essential Textual Information
ICML 2025
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
NIPS 2024
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
EMNLP 2024
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
ICLR 2024
Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts
ICML 2023
TACTiS: Transformer-Attentional Copulas for Time Series
ICML 2022