Aman Tiwari
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
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Unstoppable · Bronze
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Research topics
Natural Language Processing
(6)
Artificial Intelligence
(5)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Applications
(2)
Generation
(2)
Optimization & Theory
(2)
Understanding
(2)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
large language model
(3)
named entity recognition
(2)
text classification
(1)
knowledge distillation
(1)
semantic analysis
(1)
legal text understanding
(1)
neural network optimization
(1)
synthetic data generation
(1)
reinforcement learning from human feedback
(1)
distributed training
(1)
proximal policy optimization
(1)
transformer training
(1)
entity extraction
(1)
gradient noise scale
(1)
per-example gradient
(1)
layer normalization
(1)
batch size schedule
(1)
batch size
(1)
graph database
(1)
legal text
(1)
Papers
DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs
AAAI 2026
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
NAACL 2025
Normalization Layer Per-Example Gradients are Sufficient to Predict Gradient Noise Scale in Transformers
NeurIPS 2024
SemEval-2023 Task 6: LegalEval - Understanding Legal Texts
SemEval 2023
trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback
EMNLP 2023
Named Entity Recognition in Indian court judgments
EMNLP 2022