Aliakbar Nafar

14 papers A* 2Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Agentic Framework for Neuro-Symbolic Programming.
CoRR
Aliakbar Nafar, Chetan Chigurupati, Danial Kamali, Hamid R. Karimian, Parisa Kordjamshidi
2025 J jnl
Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization.
CoRR
Aliakbar Nafar, Kristen Brent Venable, Zijun Cui, Parisa Kordjamshidi
2025 — conf
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models.
NAACL (Long Papers)
Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi
2025 A* conf
Reasoning over Uncertain Text by Generative Large Language Models.
AAAI
Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi
2024 J jnl
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs.
CoRR
Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi
2024 J jnl
Probabilistic Reasoning in Generative Large Language Models.
CoRR
Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi
2024 — conf
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language.
NeSy (2)
Hossein Rajaby Faghihi, Aliakbar Nafar, Andrzej Uszok, Hamid R. Karimian, Parisa Kordjamshidi
2024 J jnl
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language.
CoRR
Hossein Rajaby Faghihi, Aliakbar Nafar, Andrzej Uszok, Hamid R. Karimian, Parisa Kordjamshidi
2024 — conf
Teaching Probabilistic Logical Reasoning to Transformers.
EACL (Findings)
Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi
2023 J jnl
GLUECons: A Generic Benchmark for Learning Under Constraints.
CoRR
Hossein Rajaby Faghihi, Aliakbar Nafar, Chen Zheng, Roshanak Mirzaee, Yue Zhang, Andrzej Uszok, Alexander Wan, Tanawan Premsri, Dan Roth, Parisa Kordjamshidi
2023 A* conf
GLUECons: A Generic Benchmark for Learning under Constraints.
AAAI
Hossein Rajaby Faghihi, Aliakbar Nafar, Chen Zheng, Roshanak Mirzaee, Yue Zhang, Andrzej Uszok, Alexander Wan, Tanawan Premsri, Dan Roth, Parisa Kordjamshidi
2023 J jnl
Teaching Probabilistic Logical Reasoning to Transformers.
CoRR
Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi
2021 — conf
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning.
EMNLP (Demos)
Hossein Rajaby Faghihi, Quan Guo, Andrzej Uszok, Aliakbar Nafar, Parisa Kordjamshidi
2021 J jnl
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning.
CoRR
Hossein Rajaby Faghihi, Quan Guo, Andrzej Uszok, Aliakbar Nafar, Elaheh Raisi, Parisa Kordjamshidi