Deepak Pandita
8 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(18)
π
Keyword Champion
(2)
β
The Questioner
Conferences
AAAI (4)
EMNLP (2)
ACL (1)
EACL (1)
Top co-authors
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
Thesis Proposal: Toward a Human-Centered and Perspective-Aware Framework for Reproducible ML Evaluation and AI Alignment
ACL 2026
How Many Ratings per Item are Necessary for Reliable Significance Testing?
EACL 2026
Forest vs Tree: The (N, K) Trade-off in Reproducible ML Evaluation
AAAI 2026
ProRefine: Inference-Time Prompt Refinement with Textual Feedback (Student Abstract)
AAAI 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