Jia Peng Lim
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
EMNLP (2)
ACL (1)
COLING (1)
Top co-authors
Keywords
topic model
(2)
neural network interpretability
(1)
topic coherence
(1)
variational autoencoder
(1)
neural topic model
(1)
transformer language model
(1)
byte-pair encoding
(1)
metric evaluation
(1)
human judgement
(1)
coherence evaluation
(1)
vocabulary space
(1)
decoder weight
(1)
statistical correlation
(1)
coherence metric
(1)
composite activation
(1)
zero-shot topic modeling
(1)
weight disentanglement
(1)
composite topic
(1)
topic modeling
(1)
decoder interpretation
(1)
Papers
Interpreting Topic Models in Byte-Pair Encoding Space
COLING 2025
Large-Scale Correlation Analysis of Automated Metrics for Topic Models
ACL 2023
Disentangling Transformer Language Models as Superposed Topic Models
EMNLP 2023
Towards Reinterpreting Neural Topic Models via Composite Activations
EMNLP 2022