Suzanna Sia
8 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (27) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Applications · Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Data Science & Analytics
(2)
Applications · Data Science & Analytics
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
in-context learning
(2)
belief alignment
(2)
variational autoencoder
(2)
argument mining
(2)
topic modeling
(2)
confirmation bia
(2)
word embedding
(2)
natural language inference
(1)
machine translation
(1)
latent dirichlet allocation
(1)
cross-lingual information retrieval
(1)
hierarchical model
(1)
hierarchical generative model
(1)
layer-wise analysis
(1)
document retrieval
(1)
explainable ai
(1)
attention mechanism
(1)
topic model
(1)
mixture model
(1)
clustering algorithm
(1)
Papers
Anti-LM Decoding for Zero-shot In-context Machine Translation
NAACL 2024
Where does In-context Learning Happen in Large Language Models?
NeurIPS 2024
Logical Satisfiability of Counterfactuals for Faithful Explanations in NLI
AAAI 2023
Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract)
AAAI 2022
Offer a Different Perspective: Modeling the Belief Alignment of Arguments in Multi-party Debates
EMNLP 2022
Adaptive Mixed Component LDA for Low Resource Topic Modeling
EACL 2021
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task
ACL 2020
Tired of Topic Models? Clusters of Pretrained Word Embeddings Make for Fast and Good Topics too!
EMNLP 2020