Parisa Kordjamshidi
55 papers · 2012–2026 · 13 venues · across top CS/AI venues
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Research topics
Artificial Intelligence
(36)
Core AI
(34)
Natural Language Processing
(25)
Machine Learning
(19)
Applications
(17)
Deep Learning
(10)
Learning Types Β· Machine Learning
(9)
Understanding
(9)
Learning Paradigms
(8)
Computer Vision
(7)
Core Methods
(7)
Knowledge & Reasoning
(6)
Reasoning
(5)
Architectures
(4)
Learning Types Β· Deep Learning
(4)
Keywords
spatial reasoning
(13)
multimodal learning
(8)
large language model
(7)
vision-language navigation
(7)
question answering
(6)
visual grounding
(5)
procedural reasoning
(4)
neural network
(4)
symbolic reasoning
(3)
spatial language
(3)
few-shot learning
(3)
navigation agent
(3)
vision-language model
(3)
knowledge graph
(3)
language model
(3)
multi-hop reasoning
(3)
natural language processing
(2)
language understanding
(2)
deep learning
(2)
semantic role labeling
(2)
Papers
Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents
ACL 2026
Complex Reasoning over Vision and Language --Leveraging Neurosymbolic AI
AAAI 2026
Donβt Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning
IJCNLP 2025
Do Vision-Language Models Represent Space and How? Evaluating Spatial Frame of Reference under Ambiguities
ICLR 2025
FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks
EMNLP 2025
Learning Language through Grounding
NAACL 2025
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models
NAACL 2025
Modeling Language Learning in Corrective Feedback Interactions
EMNLP 2025
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization
AAAI 2025
Neuro-symbolic Training for Reasoning over Spatial Language
NAACL 2025
Reasoning over Uncertain Text by Generative Large Language Models
AAAI 2025
Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models
IJCNLP 2025
SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model
ICLR 2025
Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs
EMNLP 2025
Consistent Joint Decision-Making with Heterogeneous Learning Models
EACL 2024
GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning
WACV 2024
NavHint: Vision and Language Navigation Agent with a Hint Generator
EACL 2024
SHINE: Saliency-aware HIerarchical NEgative Ranking for Compositional Temporal Grounding
ECCV 2024
Spatial and Temporal Language Understanding: Representation, Reasoning, and Grounding
NAACL 2024
Teaching Probabilistic Logical Reasoning to Transformers
EACL 2024
Using Persuasive Writing Strategies to Explain and Detect Health Misinformation
COLING 2024
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning
EMNLP 2023
GLUECons: A Generic Benchmark for Learning under Constraints
AAAI 2023
MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition
EMNLP 2023
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments
EMNLP 2023
The Role of Semantic Parsing in Understanding Procedural Text
EACL 2023
VLN-Trans: Translator for the Vision and Language Navigation Agent
ACL 2023
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering
COLING 2022
Explicit Object Relation Alignment for Vision and Language Navigation
ACL 2022
LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation
COLING 2022
PYLON: A PyTorch Framework for Learning with Constraints
AAAI 2022
Relevant CommonSense Subgraphs for βWhat if...β Procedural Reasoning
ACL 2022
Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning
EMNLP 2022
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning
EMNLP 2021
Relational Gating for ''What If'' Reasoning
IJCAI 2021
SPARTQA: A Textual Question Answering Benchmark for Spatial Reasoning
NAACL 2021
Time-Stamped Language Model: Teaching Language Models to Understand The Flow of Events
NAACL 2021
Towards Navigation by Reasoning over Spatial Configurations
ACL 2021
Zero-Shot Compositional Concept Learning
ACL 2021
Cross-Modality Relevance for Reasoning on Language and Vision
ACL 2020
Inference-Masked Loss for Deep Structured Output Learning
IJCAI 2020
Latent Alignment of Procedural Concepts in Multimodal Recipes
ACL 2020
Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks
EMNLP 2020
SRLGRN: Semantic Role Labeling Graph Reasoning Network
EMNLP 2020
Proceedings of the Combined Workshop on Spatial Language Understanding (SpLU) and Grounded Communication for Robotics (RoboNLP)
NAACL 2019
Anaphora Resolution for Improving Spatial Relation Extraction from Text
NAACL 2018
Proceedings of the First International Workshop on Spatial Language Understanding
NAACL 2018
Systems AI: A Declarative Learning Based Programming Perspective
IJCAI 2018
Visually Guided Spatial Relation Extraction from Text
NAACL 2018
Better call Saul: Flexible Programming for Learning and Inference in NLP
COLING 2016
Improving a Pipeline Architecture for Shallow Discourse Parsing
CoNLL 2015
Saul: Towards Declarative Learning Based Programming
IJCAI 2015
SemEval-2015 Task 8: SpaceEval
SemEval 2015
SemEval-2013 Task 3: Spatial Role Labeling
SemEval 2013
SemEval-2012 Task 3: Spatial Role Labeling
SemEval 2012