João Loula

2 papers · 2018–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

EMNLP (1) ICLR (1)

Top co-authors

Tim Vieira (1) Ryan Cotterell (1) Ben Lipkin (1) Jason Eisner (1) Brenden Lake (1) Timothy J. O'Donnell (1) Gabriel Grand (1) Li Du (1) Marco Baroni (1) Yahya Emara (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Optimization & Theory · Machine Learning (2) Deep Learning (1) Bayesian & Probabilistic (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

language understanding (1) compositional generalization (1) sequential monte carlo (1) posterior approximation (1) recurrent neural network (1) controlled generation (1) recurrent network (1) systematic compositionality (1) generalization benchmark (1) probabilistic conditioning (1) constrained text (1)

Papers

Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo ICLR 2025 Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks EMNLP 2018