Alexandra Schofield
9 papers · 2017–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Conference Polyglot (7) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
β
The Questioner
(2)
Conferences
ACL (3)
COLING (1)
EACL (1)
EMNLP (1)
ICML (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Research topics
Keywords
topic modeling
(3)
latent dirichlet allocation
(2)
language understanding
(2)
data privacy
(2)
word ordering
(2)
document clustering
(1)
latent semantic analysis
(1)
experiment design
(1)
topic model
(1)
poisson factorization
(1)
pretrained language model
(1)
local differential privacy
(1)
count datum
(1)
token representation
(1)
risk score
(1)
text preprocessing
(1)
ethical ai
(1)
mcmc algorithm
(1)
topic inference
(1)
unsupervised model
(1)
Papers
Cheap Talk: Topic Analysis of CSR Themes on Corporate Twitter
COLING 2024
More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models
ACL 2022
How effective is BERT without word ordering? Implications for language understanding and data privacy
IJCNLP 2021
How effective is BERT without word ordering? Implications for language understanding and data privacy
ACL 2021
Learning How To Learn NLP: Developing Introductory Concepts Through Scaffolded Discovery
NAACL 2021
Integrating Ethics into the NLP Curriculum
ACL 2020
Locally Private Bayesian Inference for Count Models
ICML 2019
Quantifying the Effects of Text Duplication on Semantic Models
EMNLP 2017
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
EACL 2017