Jilin Chen
9 papers · 2019–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (6) π Academic Marathon (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π
Grand Slam
π
Conference Pioneer
Conferences
EMNLP (4)
AAAI (1)
ICLR (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
text classification
(3)
large language model
(2)
model robustness
(2)
adversarial learning
(2)
text generation
(1)
fairness testing
(1)
sentiment classification
(1)
model architecture
(1)
adversarial training
(1)
out-of-distribution generalization
(1)
parameter sharing
(1)
machine learning
(1)
uncertainty sampling
(1)
generative model
(1)
ensemble method
(1)
bias mitigation
(1)
group fairness
(1)
computation efficiency
(1)
counterfactual fairness
(1)
demographic parity
(1)
Papers
Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
ICLR 2024
Controlled Decoding from Language Models
ICML 2024
Improving Diversity of Demographic Representation in Large Language Models via Collective-Critiques and Self-Voting
EMNLP 2023
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation
EMNLP 2023
Flexible text generation for counterfactual fairness probing
NAACL 2022
Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers
EMNLP 2022
CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation
EMNLP 2020
Fairness without Demographics through Adversarially Reweighted Learning
NIPS 2020
SNR: Sub-Network Routing for Flexible Parameter Sharing in Multi-Task Learning
AAAI 2019