Lang Liu
9 papers · 2021–2024 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(6)
β‘
Prolific Year
(5)
Conferences
AISTATS (3)
NIPS (2)
ACL (1)
COLT (1)
JMLR (1)
SEMEVAL (1)
Top co-authors
Keywords
evidence retrieval
(2)
clinical trial datum
(2)
generative model
(2)
natural language inference
(2)
clinical nlp
(2)
text generation
(2)
independence testing
(1)
attention mechanism
(1)
image generation
(1)
distribution matching
(1)
statistical testing
(1)
variance reduction
(1)
sample complexity
(1)
machine learning
(1)
optimal transport
(1)
entropy regularization
(1)
text matching
(1)
linear convergence
(1)
random feature
(1)
information extraction
(1)
Papers
The Benefits of Balance: From Information Projections to Variance Reduction
NIPS 2024
CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data
ACL 2023
CPIC at SemEval-2023 Task 7: GPT2-Based Model for Multi-evidence Natural Language Inference for Clinical Trial Data
SEMEVAL 2023
Influence Diagnostics under Self-concordance
AISTATS 2023
Stochastic Optimization for Spectral Risk Measures
AISTATS 2023
MAUVE Scores for Generative Models: Theory and Practice
JMLR 2023
Entropy Regularized Optimal Transport Independence Criterion
AISTATS 2022
Orthogonal Statistical Learning with Self-Concordant Loss
COLT 2022
Divergence Frontiers for Generative Models: Sample Complexity, Quantization Effects, and Frontier Integrals
NIPS 2021