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Aman Chadha — most-cited papers & profile · Large Language Models
← authors
·
overview
Aman Chadha
54
papers ·
115
citations ·
0
h-index
Amazon (United States) · San Diego State University · Amazon (Germany) · Apple (United States) · Stanford University
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Most-cited papers
How Well Do Llms Represent Values Across Cultures? Empirical Analysis Of LLM Responses Based On Hofstede Cultural Dimensions
2024 · 55 citations
Are Small Language Models Ready To Compete With Large Language Models For Practical Applications?
2024 · 14 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
Can Large Language Models Infer Causal Relationships from Real-World Text?
2025
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
2025
Energy-Based Transformers are Scalable Learners and Thinkers
2025
Investigating Hallucination in Conversations for Low Resource Languages
2025
TRACEALIGN -- Tracing the Drift: Attributing Alignment Failures to Training-Time Belief Sources in LLMs
2025
AlignGuard-LoRA: Alignment-Preserving Fine-Tuning via Fisher-Guided Decomposition and Riemannian-Geodesic Collision Regularization
2025
I Think, Therefore I Am Under-Qualified? A Benchmark for Evaluating Linguistic Shibboleth Detection in LLM Hiring Evaluations
2025
Top co-authors
Vinija Jain
· 19
Amitava Das
· 10
Julia Kharchenko
· 3
Neelabh Sinha
· 3
Tanya Roosta
· 3
Abhilekh Borah
· 2
Alexi Gladstone
· 2
Arion Das
· 2
Aryan Kasat
· 2
Chirag Shah
· 2
Danush Khanna
· 2
Divya Chaudhary
· 2
Topics
Evaluation
Safety & Alignment
Training Techniques
Model Architecture
Efficiency
RAG
In-Context Learning
Prompting
Fine-Tuning
Vision-Language