AgXQA: A benchmark for advanced Agricultural Extension question answering
Josu Kpodoa, Parisa Kordjamshidi, A. Pouyan Nejadhashemi
Computers and Electronics in Agriculture
[PDF][Code]
SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding
Zixu Cheng, Yujiang Pu, Shaogang Gong, Parisa Kordjamshidi, Yu Kong
The 18th European Conference on Computer Vision (ECCV 2024)
[PDF][Code]
Prompt2DeModel: Declarative Neuro-Symbolic Modeling with Natural Language
Hossein Rajaby Faghihi, Aliakbar Nafar, Andrzej Uszok, Hamid Karimian, Parisa Kordjamshidi
18th International Conference on Neural-Symbolic Learning and Reasoning (NeSy 2024)
[PDF][Code]
Narrowing the Gap between Vision and Action in Navigation
Yue Zhang, Parisa Kordjamshidi
ACM Multimedia
[PDF][Code]
Using Persuasive Writing Strategies to Explain and Detect Health Misinformation
Danial Kamali, Joseph Romain, Huiyi Liu, Wei Peng, Jingbo Meng, Parisa Kordjamshidi
LREC-COLING 2024
[PDF][Code][Project]
Consistent Joint Decision-Making with Heterogeneous Learning Models
Hossein Rajaby Faghihi, Parisa Kordjamshidi
The 2024 European conference in the field of computational linguistics (EACL-2024 findings)
[PDF][Code]
NavHint: Vision and Language Navigation Agent with a Hint Generator
Yue Zhang, Quan Guo, Parisa Kordjamshidi
The 2024 European conference in the field of computational linguistics (EACL-2024 findings)
[PDF][Code]
Teaching Probabilistic Logical Reasoning to Transformers
Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi
The 2024 European conference in the field of computational linguistics (EACL-2024 findings)
[PDF][Code]
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning
Guangyue Xu, Joyce Chai, Parisa Kordjamshidi
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV-2024)
[PDF][Code]
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments
Danial Kamali, Parisa Kordjamshidi
GenBench:The first workshop on generalisation (benchmarking) in NLP
[PDF][Code][Project]
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning
Roshanak Mirzaee, Parisa Kordjamshidi
Empirical Methods in Natural Language Processing (EMNLP-2023, Findings)
[PDF][Code]
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition
Guangyue Xu, Parisa Kordjamshidi, Joyce Chai
Empirical Methods in Natural Language Processing (EMNLP-2023, Findings)
[PDF][Code]
VLN-Trans, Translator for the Vision and Language Navigation Agent
Yue Zhang, Parisa Kordjamshidi
The 61st Annual Meeting of the Association for Computational Linguistics (ACL-2023)
[PDF][Code]
Investigating the Role of Semantic Parsing in Understanding Procedural Text
Hossein Rajaby Faghihi, Parisa Kordjamshidi, Choh Man Teng and James Allen
The 2023 European conference in the field of computational linguistics (EACL-2023 findings)
[PDF][Code]
GLUECons, A Generic Benchmark for Learning Under Constraints
Hossein Rajaby Faghihi, Aliakbar Nafar, Chen Zheng, Roshanak Mirzaee, Yue Zhang, Andrzej Uszok, Alexander Wan, Tanawan Premsri, Dan Roth, and Parisa Kordjamshidi
The 37th Conference of Artificial Intelligence (AAAI-2023)
[PDF][Code]
Transfer Learning with Synthetic Corpora for Spatial Semantic Role Labeling and Reasoning
Roshanak Mirzaee and Parisa Kordjamshidi.
The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP-2022)
[PDF]
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering
Chen Zheng and Parisa Kordjamshidi.
THE 29TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS (COLING-2022)
[PDF]
LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation
Yue Zhang and Parisa Kordjamshidi.
THE 29TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL LINGUISTICS (COLING-2022)
[PDF]
Explicit Object Relation Alignment for Vision and Language Navigation
Yue Zhang and Parisa Kordjamshidi.
60th Annual Meeting of the Association for Computational Linguistics Student Research Workshop (ACL SRW 2022)
[PDF]
Declarative Learning-Based Programming as an Interface to AI Systems
Parisa Kordjamshidi, Dan Roth and Kristian Kersting
Frontiers in Artificial Intelligence
[PDF]
Relevant CommonSense Subgraphs for “What if…” Procedural Reasoning
Chen Zheng and Parisa Kordjamshidi.
60th Annual Meeting of the Association for Computational Linguistics (ACL-2022 findings)
[PDF]
PYLON: A PyTorch Framework for Learning with Constraints
Kareem Ahmed, Tao Li, Thy Ton, Quan Guo, Kai-Wei Chang, Parisa Kordjamshidi, Vivek Srikumar, Guy Van den Broeck, Sameer Singh.
36th Conference of Artificial Intelligence (AAAI-2022 demo track)
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
[PDF][Code]
Zero-Shot Compositional Concept Learning
Guangyue Xu, Parisa Kordjamshidi and Joyce Chai
ACL-2021 workshop on MetaNLP
[PDF]
Towards Navigation by Reasoning over Spatial Configurations
Yue Zhang, Quan Guo and Parisa Kordjamshidi
ACL-2021 workshop on SpLU-RoboNLP
[PDF][Code]
Relational Gating for ‘‘What If’’ Reasoning
Chen Zheng and Parisa Kordjamshidi.
The 30th International Joint Conference on Artificial Intelligence (IJCAI-2021)
[PDF][Code]
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)
[PDF][Code_data][Code_baseline]
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)
[PDF][Code]
SRLGRN: Semantic Role Labeling Graph Reasoning Network
Chen Zheng and Parisa Kordjamshidi.
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020)
[PDF][Code]
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)
[PDF][Code]
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)
[PDF]
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)
[PDF][Code]
Knowledge Graphs Effectiveness in Neural Machine Translation Improvement
Benyamin Ahmadnia, Bonnie J. Dorr, Parisa Kordjamshidi
Computer Science, Volume 21, Number 3 (4 July 2020)
[PDF]
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
[PDF]
Declarative Learning-Based Programming as an Interface to AI Systems
Parisa Kordjamshidi, Dan Roth, Kristian Kersting.
arXiv
[PDF]
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)
[IEEE]
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
[PDF]
Systems AI: A Declarative Learning Based Programming Perspective
Parisa Kordjamshidi, Dan Roth, Kristian Kersting.
IJCAI-ECAI 2018
[PDF]
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
[IEEE]
Anaphora Resolution for Improving Spatial Relation Extraction from Text
Umar Manzoor, Parisa Kordjamshidi
SpLU 2018
[PDF]
Visually Guided Spatial Relation Extraction from Text
Taher Rahgooy, Umar Manzoor, Parisa Kordjamshidi
NAACL HLT 2018
[PDF]
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)
[PDF]
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
[PDF]
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
COLING 2016
[PDF]
EDISON: Feature Extraction for NLP, Simplified
M. Sammons, C. Christodoulopoulos, P. Kordjamshidi, D. Khashabi, V. Srikumar and D. Roth
LREC 2016
[PDF]
