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• A Comprehensive Survey Of Hallucination Mitigation Techniques In Large Language Models
  2024 · 423 citations
• Are Small Language Models Ready To Compete With Large Language Models For Practical Applications?
  2024 · 14 citations
• Breaking Down the Defenses: A Comparative Survey of Attacks on Large Language Models
  2024 · 7 citations
• The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey
  2024 · 6 citations
• SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers
  2026
• Reasoning or Rhetoric? An Empirical Analysis of Moral Reasoning Explanations in Large Language Models
  2026
• CONSCIENTIA: Can LLM Agents Learn to Strategize? Emergent Deception and Trust in a Multi-Agent NYC Simulation
  2026
• Personality Shapes Gender Bias in Persona-Conditioned LLM Narratives Across English and Hindi: An Empirical Investigation
  2026
• DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
  2025
• Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations