Danush Khanna
4 papers · 2024–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Cross-Pollinator (15) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
ACL (3)
EMNLP (1)
Top co-authors
Keywords
large language model
(3)
direct preference optimization
(1)
preference alignment
(1)
natural language inference
(1)
prompt engineering
(1)
explanation generation
(1)
semantic alignment
(1)
instruction tuning
(1)
kullback-leibler divergence
(1)
prompting strategy
(1)
divergence measure
(1)
alignment quality
(1)
jailbreak detection
(1)
legal text classification
(1)
legal judgment prediction
(1)
layer-wise pooling
(1)
kernel methods
(1)
transformer model
(1)
mental manipulation detection
(1)
multi-person dialogue
(1)
Papers
SELF-PERCEPT: Introspection Improves Large Language Modelsβ Detection of Multi-Person Mental Manipulation in Conversations
ACL 2025
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
ACL 2025
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
EMNLP 2025
Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts
ACL 2024