Aryo Pradipta Gema
7 papers · 2025–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) ⭐ Rising Star (7) ❓ The Questioner
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Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Natural Language Processing
(5)
Deep Learning
(2)
Application Areas
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Applications
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
large language model
(4)
symbolic reasoning
(1)
mathematical reasoning
(1)
question answering
(1)
information retrieval
(1)
document retrieval
(1)
language understanding
(1)
conditional entropy
(1)
adversarial attack
(1)
symbolic computation
(1)
representation engineering
(1)
model ensemble
(1)
hallucination mitigation
(1)
sparse autoencoder
(1)
attention head
(1)
decoding strategy
(1)
retrieval-augmented generation
(1)
chain-of-thought prompting
(1)
zero-shot prompting
(1)
model diversity
(1)
Papers
Are We Done with MMLU?
NAACL 2025
Balancing Act: Diversity and Consistency in Large Language Model Ensembles
ICLR 2025
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning
EMNLP 2025
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations
EMNLP 2025
GRADA: Graph-based Reranking against Adversarial Documents Attack
EMNLP 2025
Self-Training Large Language Models for Tool-Use Without Demonstrations
NAACL 2025
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
NAACL 2025