Aliakbar Nafar
5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
AAAI (2)
EACL (1)
EMNLP (1)
NAACL (1)
Top co-authors
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
Reasoning over Uncertain Text by Generative Large Language Models
AAAI 2025
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models
NAACL 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