Deepak Pandita
8 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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The Questioner
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Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory
(4)
Natural Language Processing
(3)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Keywords
annotator reliability
(2)
large language model
(2)
in-context learning
(2)
annotation quality
(2)
prompt engineering
(1)
chain-of-thought reasoning
(1)
content moderation
(1)
label aggregation
(1)
human feedback
(1)
data quality
(1)
evaluation metric
(1)
distributional prediction
(1)
ai alignment
(1)
human annotation
(1)
human disagreement
(1)
inter-rater reliability
(1)
rater disagreement
(1)
multi-step reasoning
(1)
annotator disagreement
(1)
soft label learning
(1)
Papers
Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation
AAAI 2026
How Many Ratings per Item are Necessary for Reliable Significance Testing?
EACL 2026
ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract)
AAAI 2026
Thesis Proposal: Toward a Human-Centered and Perspective-Aware Framework for Reproducible ML Evaluation and AI Alignment
ACL 2026
ARTICLE: Annotator Reliability Through In-Context Learning
AAAI 2025
ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract)
AAAI 2025
LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo
EMNLP 2025
Rater Cohesion and Quality from a Vicarious Perspective
EMNLP 2024