Alex Mei

4 papers · 2022–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

EMNLP (3) ACL (1)

Top co-authors

Sharon Levy (3) William Wang (2) William Yang Wang (2) John Judge (1) Andy Ouyang (1) Daniel Rose (1) Bruce Bimber (1) Kathleen McKeown (1) Ryan He (1) Vaishnavi Himakunthala (1)

Research topics

Artificial Intelligence (4) Core AI · Artificial Intelligence (4) Machine Learning (2) Computer Vision (1) Deep Learning (1) Application Areas (1) Core AI · Computer Vision (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1)

Keywords

adversarial robustness (1) text classification (1) video prediction (1) natural language generation (1) chain-of-thought reasoning (1) ai safety (1) vision-language model (1) safety evaluation (1) adversarial prompt (1) red teaming (1) robustness evaluation (1) harmful content detection (1) trustworthy ai (1) video reasoning (1) adversarial testing (1) prompt perturbation (1) knowledge retrieval (1) rationale generation (1) safety classification (1) mitigation strategy (1)

Papers

ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models EMNLP 2023 Foveate, Attribute, and Rationalize: Towards Physically Safe and Trustworthy AI ACL 2023 Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023 Mitigating Covertly Unsafe Text within Natural Language Systems EMNLP 2022