Hady Lauw
9 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
π
Keyword Champion
Top co-authors
Research topics
Machine Learning
(8)
Core Methods
(7)
Natural Language Processing
(5)
Applications
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Understanding
(2)
Deep Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
neural topic model
(3)
topic model
(3)
topic modeling
(2)
probabilistic modeling
(1)
text classification
(1)
label propagation
(1)
sentiment analysis
(1)
optimal transport
(1)
temporal point process
(1)
sentiment classification
(1)
text representation
(1)
neural network interpretability
(1)
semantic knowledge
(1)
graph-based learning
(1)
topic coherence
(1)
embedding learning
(1)
variational autoencoder
(1)
word embedding
(1)
transfer learning
(1)
semi-supervised learning
(1)
Papers
Interpreting Topic Models in Byte-Pair Encoding Space
COLING 2025
Disentangling Transformer Language Models as Superposed Topic Models
EMNLP 2023
Large-Scale Correlation Analysis of Automated Metrics for Topic Models
ACL 2023
Dynamic Topic Models for Temporal Document Networks
ICML 2022
Meta-Complementing the Semantics of Short Texts in Neural Topic Models
NeurIPS 2022
Towards Reinterpreting Neural Topic Models via Composite Activations
EMNLP 2022
Searching for the X-Factor: Exploring Corpus Subjectivity for Word Embeddings
ACL 2018
A Convolution Kernel Approach to Identifying Comparisons in Text
ACL 2015
Graph-based Semi-supervised Learning: Realizing Pointwise Smoothness Probabilistically
ICML 2014