Recent Publication

For the full list see here.

You can download the Bibtex file of all below publications here.


DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning
Hossein Rajaby Faghihi, Quan Guo, Andrzej Uszok, Aliakbar Nafar, Elaheh Raisi, Parisa Kordjamshidi
EMNLP-2021 Demo Track

Zero-Shot Compositional Concept Learning
Guangyue Xu, Parisa Kordjamshidi and Joyce Chai
ACL-2021 workshop on MetaNLP

Towards Navigation by Reasoning over Spatial Configurations
Yue Zhang, Quan Guo and Parisa Kordjamshidi
ACL-2021 workshop on SpLU-RoboNLP

Relational Gating for ‘‘What If’’ Reasoning
Chen Zheng and Parisa Kordjamshidi.
The 30th International Joint Conference on Artificial Intelligence (IJCAI-2021)

SpartQA: A Textual Question Answering Benchmark for Spatial Reasoning
Roshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning, and Parisa Kordjamshidi.
The 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-2021)

Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events
Hossein Rajaby Faghihi and Parisa Kordjamshidi.
The 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-2021)


SRLGRN: Semantic Role Labeling Graph Reasoning Network
Chen Zheng and Parisa Kordjamshidi.
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020)

Inference-Masked Loss for Structured Output Learning
Quan Guo, Hossein Rajaby Faghihi, Yue Zhang, Andrzej Uszok and Parisa Kordjamshidi
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI-20.
[PDF][Code][Web Page]

Cross-Modality Relevance for Reasoning on Language and Vision
Chen Zheng, Quan Guo and Parisa Kordjamshidi.
2020 Annual Conference of the Association for Computational Linguistics (ACL-2020)

From Spatial Relations to Spatial Configurations
Soham Dan, Parisa Kordjamshidi, Julia Bonn, Archna Bhatia, Martha Palmer and Dan Roth.
Proceddings of Language Resources and Evaluation Conference (LREC-2020)

Latent Alignment of Procedural Concepts in Multimodal Recipes
Hossein Rajaby Faghihi, Roshanak Mirzaee, Sudarshan Paliwal and Parisa Kordjamshidi
Workshop on Advances in Language and Vision Research at (ACL-2020)

Knowledge Graphs Effectiveness in Neural Machine Translation Improvement
Benyamin Ahmadnia, Bonnie J. Dorr, Parisa Kordjamshidi
Computer Science, Volume 21, Number 3 (4 July 2020)

Neural Learning Representations to Augment Statistical Analysis of Drug Treatment Effects on Bioengineered Microphysiological Nerve Tissue
Hamid R. Karimian, Kevin J. Pollard, Michael J. Moore and Parisa Kordjamshidi
AAAI-2020 workshop on Health Intelligence


From Ontologies to Learning-Based Programs
Quan Guo, Andrzej Uszok and Parisa Kordjamshidi.
IJCAI-2019 workshop on Declarative Learning-based programming

Declarative Learning-Based Programming as an Interface to AI Systems
Parisa Kordjamshidi, Dan Roth, Kristian Kersting.

Semantic Segmentation of Microengineered Neural Tissues
H. Karimian, K. Pollard, M. J. Moore, P. Kordjamshidi.
41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Rapid in-vitro detection of drug-induced peripheral neuropathy through electrophysiological and histological analysis of 3D microphysiological “nerve-on-a-chip” cultures
Pollard KJ, Karimian HR, Curley LJ, Kordjamshidi P, and Moore MJ.
Society for Neuroscience Conference, Chicago, IL, October 19-23, 2019.

Deep Convolutional Neural Network for Flood Extent Mapping Using Unmanned Aerial Vehicles Data
Gebrehiwot, Asmamaw; Hashemi-Beni, Leila; Thompson, Gary; Kordjamshidi, Parisa; Langan, Thomas E.
Sensors 19, no. 7: 1486, 2019


Systems AI: A Declarative Learning Based Programming Perspective
Parisa Kordjamshidi, Dan Roth, Kristian Kersting.

Neural Machine Translation Advised by Statistical Machine Translation: The Case of Farsi-Spanish Bilingually Low-Resource Scenario
Benyamin Ahmadnia, Parisa Kordjamshidi, Reza Haffari
ICMLA 2018

Anaphora Resolution for Improving Spatial Relation Extraction from Text
Umar Manzoor, Parisa Kordjamshidi
SpLU 2018

Visually Guided Spatial Relation Extraction from Text
Taher Rahgooy, Umar Manzoor, Parisa Kordjamshidi


Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks
Parisa Kordjamshidi, Sameer Singh, Daniel Khashabi, Christos Christodoulopoulos, Mark Sammons, Saurabh Sinha and Dan Roth
UAI 2017, Workshop on Statistical Relational AI (StarAI)

Spatial Language Understanding with Multimodal Graphs using Declarative Learning based Programming
Parisa Kordjamshidi, T. Rahgooy, U. Manzoor
EMNLP 2017, Workshop on Structured Prediction for NLP

CLEF 2017: Multimodal Spatial Role Labeling (mSpRL) Task Overview
Parisa Kordjamshidi, T. Rahgooy, M-F. Moens, J. Pustejovsky, U. Manzoor and K. Roberts
LNCS volume 10456 on Experimental IR Meets Multilinguality, Multimodality, and Interaction

Spatial role labeling annotation scheme
Kordjamshidi, P., van Otterlo, M., Moens, M.F
In: Pustejovsky J., Ide N. (Eds.), Handbook of Linguistic Annotation Springer Verlag.


Better call Saul: Flexible Programming for Learning and Inference in NLP
P. Kordjamshidi, C. Christodoulopoulos, D. Khashabi, B. Mangipudi, S. Singh, D. Roth

EDISON: Feature Extraction for NLP, Simplified
M. Sammons, C. Christodoulopoulos, P. Kordjamshidi, D. Khashabi, V. Srikumar and D. Roth
LREC 2016


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