Matthew Lyle Olson

5 papers · 2024–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) ❓ The Questioner

Venues

AAAI (2) EMNLP (2) ACL (1)

Top co-authors

Musashi Hinck (3) VASUDEV LAL (3) Neale Ratzlaff (2) Simon Stepputtis (2) Sungduk Yu (2) Joseph Campbell (2) Shao-Yen Tseng (2) Ishana Shastri (1) Angela Qian (1) Elizabeth Karpinski (1)

Research topics

Artificial Intelligence (5) Core AI (5) Deep Learning (1) Machine Learning (1) Natural Language Processing (1) Bayesian & Probabilistic (1) Learning Types (1) Models (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

strategic reasoning (2) multimodal learning (1) llm evaluation (1) structured probabilistic models (1) language model (1) mixture of expert (1) vision-language model (1) expert routing (1) language agent (1) social reasoning (1) deception detection (1) belief inference (1) multilingual bia (1) neural network (1) multi-agent system (1) mechanistic analysis (1) attention layer (1) semantic routing (1) image input (1) diplomacy game (1)

Papers

Bayesian Social Deduction with Graph-Informed Language Models ACL 2026 Democratizing Diplomacy: A Harness for Evaluating Any Large Language Model on Full-Press Diplomacy AAAI 2026 LieCraft: A Multi-Agent Framework for Evaluating Deceptive Capabilities in Language Models AAAI 2026 Probing Semantic Routing in Large Mixture-of-Expert Models EMNLP 2025 Why do LLaVA Vision-Language Models Reply to Images in English? EMNLP 2024