Anish Mahendran
4 papers · 2019–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
intent classification
(3)
dialog system
(3)
task-oriented dialogue
(1)
outlier detection
(1)
label noise
(1)
data quality
(1)
annotation quality
(1)
dialogue system
(1)
slot filling
(1)
neural embedding
(1)
data diversity
(1)
evaluation dataset
(1)
out-of-scope prediction
(1)
constraint-based data collection
(1)
text classification
(1)
dialog task
(1)
model robustness
(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
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
NAACL 2019