Janet Pierrehumbert
20 papers · 2007–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (17) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐣 Hot Topic Early Bird
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(17)
🐣
Hot Topic Early Bird
🤝
Dynamic Duo
(10)
🏆
Keyword Champion
(2)
⚡
Prolific Year
(7)
🗃️
Keyword Collector
(86)
💎
Century Club
(20)
Conferences
ACL (8)
NAACL (4)
EMNLP (3)
IJCNLP (3)
COLING (1)
ICML (1)
Top co-authors
Research topics
Keywords
pretrained language model
(6)
derivational morphology
(4)
text classification
(4)
word embedding
(3)
social media analysis
(3)
hate speech detection
(3)
contextualized embedding
(3)
complex word
(2)
model evaluation
(2)
semantic variability
(2)
natural language processing
(2)
disagreement detection
(2)
graph neural network
(2)
functional testing
(2)
semantic representation
(2)
social media
(2)
bias detection
(2)
structured sparsity
(2)
transformer model
(2)
computational linguistics
(1)
Papers
STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network
COLING 2024
Time Machine GPT
NAACL 2024
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics
ACL 2024
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
NAACL 2022
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology
ICML 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks
NAACL 2022
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers
ACL 2022
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity
NAACL 2022
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words
IJCNLP 2021
HateCheck: Functional Tests for Hate Speech Detection Models
ACL 2021
Superbizarre Is Not Superb: Derivational Morphology Improves BERT’s Interpretation of Complex Words
ACL 2021
Dynamic Contextualized Word Embeddings
ACL 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media
EMNLP 2021
HateCheck: Functional Tests for Hate Speech Detection Models
IJCNLP 2021
Dynamic Contextualized Word Embeddings
IJCNLP 2021
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model
EMNLP 2020
A Graph Auto-encoder Model of Derivational Morphology
ACL 2020
Predicting the Growth of Morphological Families from Social and Linguistic Factors
ACL 2020
On Hapax Legomena and Morphological Productivity
EMNLP 2018
Much ado about nothing: A social network model of Russian paradigmatic gaps
ACL 2007