Aliakbar Nafar
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Research topics
Artificial Intelligence
(5)
Core AI
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Learning Paradigms
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Keywords
knowledge integration
(2)
domain knowledge
(2)
deep learning
(2)
large language model
(2)
in-context learning
(1)
question answering
(1)
probabilistic reasoning
(1)
symbolic knowledge
(1)
probabilistic logical reasoning
(1)
knowledge retrieval
(1)
constraint-based learning
(1)
knowledge injection
(1)
deep learning architecture
(1)
neural network
(1)
logical constraint
(1)
constraint integration
(1)
uncertainty reasoning
(1)
rule-based inference
(1)
symbolic domain knowledge
(1)
graph declaration
(1)
Papers
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models
NAACL 2025
Reasoning over Uncertain Text by Generative Large Language Models
AAAI 2025
Teaching Probabilistic Logical Reasoning to Transformers
EACL 2024
GLUECons: A Generic Benchmark for Learning under Constraints
AAAI 2023
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning
EMNLP 2021