Janet Pierrehumbert
17 papers · 2007–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (37)
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(2)
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Keyword Collector
(82)
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Century Club · Bronze
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Prolific Year · Productive
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(11)
Natural Language Processing
(9)
Deep Learning
(8)
Core Methods
(8)
Architectures
(6)
Artificial Intelligence
(5)
Learning Types
(5)
Resources & Methods
(5)
Core AI
(4)
Interdisciplinary
(3)
Applications
(3)
Linguistics
(3)
Optimization & Theory
(3)
Generation
(2)
Learning Paradigms
(2)
Keywords
pre-trained language model
(5)
social media analysis
(3)
text classification
(3)
derivational morphology
(3)
social media
(2)
natural language processing
(2)
hate speech detection
(2)
structured sparsity
(2)
disagreement detection
(2)
graph neural network
(2)
word embedding
(2)
contextualized embedding
(2)
computational linguistics
(1)
data annotation
(1)
temporal dynamics
(1)
model evaluation
(1)
binary classification
(1)
stance detection
(1)
continued pretraining
(1)
weakly supervised learning
(1)
Papers
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics
ACL 2024
STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network
COLING 2024
Time Machine GPT
NAACL 2024
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers
ACL 2022
Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts
NAACL 2022
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity
NAACL 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks
NAACL 2022
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology
ICML 2022
Dynamic Contextualized Word Embeddings
ACL 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
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media
EMNLP 2021
A Graph Auto-encoder Model of Derivational Morphology
ACL 2020
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model
EMNLP 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