Mateusz Bystroński

4 papers · 2025–2026 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) ❓ The Questioner

Venues

ACL (4)

Top co-authors

Tomasz Jan Kajdanowicz (4) Grzegorz Piotrowski (2) Monika Kajdanowicz (1) Doheon Han (1) Julia Farganus (1) Mikołaj Hołysz (1) Lukasz Augustyniak (1) Denis Janiak (1) Kamil Tagowski (1) Jakub Binkowski (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Machine Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core Methods (1) Learning Types (1)

Keywords

code generation (1) hidden state (1) benchmark dataset (1) retrieval-augmented generation (1) dialogue system (1) semantic vector space (1) legal document (1) regression problem (1) generative diversity (1) large language model (1) graph neural network (1) execution feedback (1) divergent thinking (1) output length (1) anchor generation (1) intention optimization (1) conditioning context (1) fact elicitation (1) continuous context sampling (1)

Papers

Beyond Discrete Search: Divergent Thinking as Intention Optimization in Latent Space ACL 2026 Continuous Context Sampling Allows Extending Diversity Boundaries of Large Language Models ACL 2026 Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law ACL 2026 When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length ACL 2025