Lewis Griffin
5 papers · 2021–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(12)
π£
Hot Topic Early Bird
Conferences
EMNLP (2)
ACL (1)
EACL (1)
ICML (1)
Top co-authors
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
Identifying Human Strategies for Generating Word-Level Adversarial Examples
EMNLP 2022
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation
ICML 2022
Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples
EACL 2021
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification
EMNLP 2021