Chris DuBois
5 papers · 2019–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Application Areas
(3)
Deep Learning
(2)
Applications
(2)
Resources & Methods
(2)
Architectures
(1)
Generation
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
question answering
(3)
data augmentation
(2)
domain adaptation
(1)
natural language processing
(1)
text classification
(1)
knowledge distillation
(1)
task-agnostic augmentation
(1)
machine reading comprehension
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
model interpretability
(1)
hallucination mitigation
(1)
dataset bia
(1)
pre-trained language model
(1)
generalization capacity
(1)
negative sampling
(1)
pre-trained transformer
(1)
parametric knowledge
(1)
knowledge conflict
(1)
contextual knowledge
(1)
Papers
Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks
COLING 2022
Entity-Based Knowledge Conflicts in Question Answering
EMNLP 2021
On the Transferability of Minimal Prediction Preserving Inputs in Question Answering
NAACL 2021
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers?
EMNLP 2020
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering
EMNLP 2019