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Alexandre Lacoste

WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?
Capture the Flag: Uncovering Data Insights with Large Language Models
The Unsolved Challenges of LLMs as Generalist Web Agents: A Case Study
GEO-Bench: Toward Foundation Models for Earth Monitoring
Typing Assumptions Improve Identification in Causal Discovery
Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark
Synbols: Probing Learning Algorithms with Synthetic Datasets
Differentiable Causal Discovery from Interventional Data
Gradient-based Neural DAG Learning with Interventions
Embedding Propagation: Smoother Manifold for Few-Shot Classification
MHC-NP: predicting peptides naturally processed by the MHC

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