Chris DuBois
5 papers · 2019–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(18)
β
The Questioner
Conferences
EMNLP (3)
COLING (1)
NAACL (1)
Top co-authors
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)
generalization capacity
(1)
pretrained transformer
(1)
pretrained language model
(1)
negative sampling
(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