Lewis Griffin

5 papers · 2021–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1) EACL (1) ICML (1)

Top co-authors

Bennett Kleinberg (4) Maximilian Mozes (4) Augustine Mavor-Parker (2) Pontus Stenetorp (2) Kimberly Young (1) Maria Do Mar Vau (1) Max Bartolo (1) Kimberly Mai (1) Caswell Barry (1) Matthew Caldwell (1)

Research topics

Machine Learning (4) Learning Types (4) Artificial Intelligence (3) Core AI (3) Natural Language Processing (2) Deep Learning (1) Interdisciplinary (1) Reinforcement Learning (1) Applications (1) Architectures (1) Cognitive Science (1) Core Methods (1) Methods (1) Resources & Methods (1)

Keywords

word substitution (2) sentiment classification (2) adversarial example (2) psychological modeling (1) exploration bonus (1) intrinsic reward (1) frequency analysis (1) aleatoric uncertainty (1) illusory truth effect (1) influence modeling (1) psychological change (1) curiosity-driven exploration (1) forward prediction (1) perturbation detection (1) large language model (1) transformer model (1) textual adversarial example (1) attack algorithm (1) cognitive modeling (1) word-level adversarial (1)

Papers

Large Language Models respond to Influence like Humans ACL 2023 How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation ICML 2022 Identifying Human Strategies for Generating Word-Level Adversarial Examples EMNLP 2022 Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification EMNLP 2021 Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples EACL 2021