Albert Y.S. Lam
11 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(25)
π€
Dynamic Duo
(10)
π
Century Club
(11)
π₯
Unstoppable
(6)
β‘
Prolific Year
(5)
Conferences
ACL (5)
IJCNLP (3)
EMNLP (2)
COLING (1)
Top co-authors
Keywords
dialogue system
(6)
intent classification
(6)
out-of-distribution detection
(4)
intent detection
(4)
discriminative training
(4)
zero-shot learning
(3)
task-oriented dialogue
(3)
few-shot learning
(3)
transfer learning
(2)
self-supervised learning
(2)
zero-shot intent classification
(2)
semantic capsule
(2)
capsule network
(2)
outlier detection
(1)
machine translation
(1)
dynamic routing
(1)
attention mechanism
(1)
language model
(1)
semantic embedding
(1)
latent representation
(1)
Papers
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English
ACL 2024
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training
ACL 2023
A Closer Look at Few-Shot Out-of-Distribution Intent Detection
COLING 2022
Effectiveness of Pre-training for Few-shot Intent Classification
EMNLP 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
IJCNLP 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training
ACL 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
ACL 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training
IJCNLP 2021
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
ACL 2020
Reconstructing Capsule Networks for Zero-shot Intent Classification
IJCNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification
EMNLP 2019