William Huang
8 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver π§ Keyword Pioneer
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Applications
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Learning Types
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core Methods
(2)
Models
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Keywords
text classification
(3)
natural language inference
(2)
natural language processing
(1)
density estimation
(1)
dataset creation
(1)
constrained generation
(1)
out-of-distribution detection
(1)
diffusion model
(1)
language modeling
(1)
item response theory
(1)
ridge regression
(1)
natural language understanding
(1)
gradient descent
(1)
motion generation
(1)
generative model
(1)
model evaluation
(1)
ensemble learning
(1)
semantic shift
(1)
model generalization
(1)
image generation
(1)
Papers
Constrained Diffusion with Trust Sampling
NeurIPS 2024
Francis Bacon at SemEval-2023 Task 4: Ensembling BERT and GloVe for Value Identification in Arguments
SemEval 2023
Adversarially Constructed Evaluation Sets Are More Challenging, but May Not Be Fair
NAACL 2022
Comparing Test Sets with Item Response Theory
ACL 2021
Does Putting a Linguist in the Loop Improve NLU Data Collection?
EMNLP 2021
Types of Out-of-Distribution Texts and How to Detect Them
EMNLP 2021
Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data
EMNLP 2020
Precise Task Formalization Matters in Winograd Schema Evaluations
EMNLP 2020