Jessica Lin
11 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Renaissance Researcher
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Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Understanding
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Applications
(3)
Data Science & Analytics
(2)
Interdisciplinary
(2)
Core AI
(2)
Learning Types
(2)
Methods
(2)
Resources & Methods
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Keywords
named entity recognition
(4)
entity salience
(3)
entity linking
(2)
domain generalization
(2)
coreference resolution
(2)
text classification
(1)
natural language processing
(1)
sim-to-real transfer
(1)
data mining
(1)
attention mechanism
(1)
dependency parsing
(1)
text summarization
(1)
uniform information density
(1)
time series classification
(1)
model pruning
(1)
time series clustering
(1)
multivariate time series
(1)
convolutional neural network
(1)
robotic manipulation
(1)
semi-supervised learning
(1)
Papers
Expect the Unexpected? Testing the Surprisal of Salient Entities
ACL 2026
GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction
ACL 2025
Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in LLMs
EMNLP 2025
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains
EMNLP 2024
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres
EACL 2024
Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators
RSS 2023
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation
ACL 2023
Leveraging World Knowledge in Implicit Hate Speech Detection
EMNLP 2022
WikiGUM: Exhaustive Entity Linking for Wikification in 12 Genres
EMNLP 2021
TapNet: Multivariate Time Series Classification with Attentional Prototypical Network
AAAI 2020
Linear Time Complexity Time Series Clustering with Symbolic Pattern Forest
IJCAI 2019