Anish Mahendran
5 papers · 2019–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
COLING (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
intent classification
(4)
dialog system
(3)
out-of-scope prediction
(2)
text classification
(2)
label noise
(1)
benchmark dataset
(1)
data quality
(1)
annotation quality
(1)
dialogue system
(1)
slot filling
(1)
neural embedding
(1)
data diversity
(1)
evaluation dataset
(1)
task-oriented dialog system
(1)
constraint-based data collection
(1)
benchmark classifier
(1)
dialog task
(1)
model robustness
(1)
task-oriented dialogue
(1)
outlier detection
(1)
Papers
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods
COLING 2020
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
EMNLP 2020
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
EMNLP 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
IJCNLP 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
NAACL 2019