Albert Xu
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(21)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
text classification
(1)
belief propagation
(1)
embedding learning
(1)
puzzle solving
(1)
model robustness
(1)
in-context learning
(1)
question answering
(1)
toxicity detection
(1)
distribution shift
(1)
selective prediction
(1)
language model
(1)
out-of-distribution detection
(1)
deep metric learning
(1)
unlabeled data
(1)
local search
(1)
triplet loss
(1)
hard negative mining
(1)
confidence score
(1)
accuracy estimation
(1)
Papers
Mathematical Justification of Hard Negative Mining via Isometric Approximation Theorem
ICLR 2024
Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models
ACL 2023
Estimating Large Language Model Capabilities without Labeled Test Data
EMNLP 2023
Automated Crossword Solving
ACL 2022
Detoxifying Language Models Risks Marginalizing Minority Voices
NAACL 2021