Fereshte Khani
7 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π₯
Unstoppable Β· Bronze
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Core AI
(3)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Techniques
(2)
Core Methods
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
representation learning
(1)
shortcut learning
(1)
feature learning
(1)
domain generalization
(1)
sentiment analysis
(1)
natural language inference
(1)
data augmentation
(1)
prompt engineering
(1)
model alignment
(1)
linear regression
(1)
selective classification
(1)
spurious correlation
(1)
subgroup robustness
(1)
automatic prompt optimization
(1)
feature noise
(1)
out-of-distribution robustness
(1)
chain of thought
(1)
step-by-step reasoning
(1)
masking strategy
(1)
Papers
Prompt Engineering a Prompt Engineer
ACL 2024
Collaborative Alignment of NLP Models
NeurIPS 2023
Targeted Data Generation: Finding and Fixing Model Weaknesses
ACL 2023
MaskTune: Mitigating Spurious Correlations by Forcing to Explore
NeurIPS 2022
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness
ICLR 2021
Feature Noise Induces Loss Discrepancy Across Groups
ICML 2020
Unanimous Prediction for 100% Precision with Application to Learning Semantic Mappings
ACL 2016