Kevin Leach
11 papers · 2019–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (7) π Academic Marathon (7) π Renaissance Researcher (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(25)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Century Club
(10)
Conferences
EMNLP (3)
ACL (2)
COLING (2)
EACL (1)
IJCNLP (1)
NIPS (1)
WACV (1)
Top co-authors
Research topics
Keywords
intent classification
(4)
text classification
(3)
dialogue system
(2)
document classification
(2)
dialog system
(2)
label noise
(2)
benchmark evaluation
(2)
out-of-scope prediction
(2)
privacy preservation
(1)
human attention
(1)
document understanding
(1)
eye tracking
(1)
out-of-distribution generalization
(1)
distribution shift
(1)
data augmentation
(1)
out-of-distribution detection
(1)
synthetic datum
(1)
benchmark dataset
(1)
data quality
(1)
ensemble method
(1)
Papers
SUGAR: A Sweeter Spot for Generative Unlearning of Many Identities
WACV 2026
EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention
ACL 2026
De-Identification of Sensitive Personal Data in Datasets Derived from IIT-CDIP
EMNLP 2024
Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
COLING 2024
On Evaluation of Document Classification with RVL-CDIP
EACL 2023
Evaluating Out-of-Distribution Performance on Document Image Classifiers
NIPS 2022
One Agent To Rule Them All: Towards Multi-agent Conversational AI
ACL 2022
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
EMNLP 2020
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods
COLING 2020
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
IJCNLP 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
EMNLP 2019