Tingyu Xia
6 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
AAAI (1)
ACL (1)
ICLR (1)
Top co-authors
Keywords
language model
(2)
unsupervised learning
(1)
text classification
(1)
natural language generation
(1)
model evaluation
(1)
response generation
(1)
language model evaluation
(1)
computational efficiency
(1)
probability distribution
(1)
hilbert-schmidt independence criterion
(1)
weakly-supervised learning
(1)
singular value decomposition
(1)
text retrieval
(1)
node embedding
(1)
data selection
(1)
supervised fine-tuning
(1)
network embedding
(1)
signed network
(1)
quality diversity
(1)
class description
(1)
Papers
Large Language Model Evaluation via Matrix Nuclear-Norm
EMNLP 2025
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
EMNLP 2025
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
ICLR 2025
Language Models can Evaluate Themselves via Probability Discrepancy
ACL 2024
FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification
EMNLP 2022
Unsupervised Nonlinear Feature Selection from High-Dimensional Signed Networks
AAAI 2020