Parisa Kordjamshidi

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 FoREST: Frame of Reference Evaluation in Spatial Reasoning Tasks EMNLP 2025 Vision-and-Language Navigation with Analogical Textual Descriptions in LLMs EMNLP 2025 Don’t Take it Literally! Idiom-aware Vietnamese Translation via In-context Learning AACL 2025 Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models AACL 2025 SPARTUN3D: Situated Spatial Understanding of 3D World in Large Language Model ICLR 2025 Modeling Language Learning in Corrective Feedback Interactions 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 NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization AAAI 2025 Referring Expressions as a Lens into Spatial Language Grounding in Vision-Language Models IJCNLP 2025 Don’t 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 Reasoning over Uncertain Text by Generative Large Language Models AAAI 2025 Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025 GIPCOL: Graph-Injected Soft Prompting for Compositional Zero-Shot Learning WACV 2024 Consistent Joint Decision-Making with Heterogeneous Learning Models EACL 2024 Using Persuasive Writing Strategies to Explain and Detect Health Misinformation COLING 2024 Teaching Probabilistic Logical Reasoning to Transformers 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 NavHint: Vision and Language Navigation Agent with a Hint Generator EACL 2024 Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments EMNLP 2023 GLUECons: A Generic Benchmark for Learning under Constraints AAAI 2023 VLN-Trans: Translator for the Vision and Language Navigation Agent ACL 2023 The Role of Semantic Parsing in Understanding Procedural Text EACL 2023 Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023 MetaReVision: Meta-Learning with Retrieval for Visually Grounded Compositional Concept Acquisition EMNLP 2023 Explicit Object Relation Alignment for Vision and Language Navigation ACL 2022 Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022 PYLON: A PyTorch Framework for Learning with Constraints AAAI 2022 Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning EMNLP 2022 LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation COLING 2022 Dynamic Relevance Graph Network for Knowledge-Aware Question Answering COLING 2022 Zero-Shot Compositional Concept Learning ACL 2021 Towards Navigation by Reasoning over Spatial Configurations ACL 2021 Towards Navigation by Reasoning over Spatial Configurations IJCNLP 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 DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning EMNLP 2021 Zero-Shot Compositional Concept Learning IJCNLP 2021 Cross-Modality Relevance for Reasoning on Language and Vision ACL 2020 Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks EMNLP 2020 SRLGRN: Semantic Role Labeling Graph Reasoning Network EMNLP 2020 Inference-Masked Loss for Deep Structured Output Learning IJCAI 2020 Latent Alignment of Procedural Concepts in Multimodal Recipes ACL 2020 Proceedings of the Combined Workshop on Spatial Language Understanding (SpLU) and Grounded Communication for Robotics (RoboNLP) NAACL 2019 Proceedings of the First International Workshop on Spatial Language Understanding NAACL 2018 Visually Guided Spatial Relation Extraction from Text NAACL 2018 Systems AI: A Declarative Learning Based Programming Perspective IJCAI 2018 Anaphora Resolution for Improving Spatial Relation Extraction from Text NAACL 2018 Better call Saul: Flexible Programming for Learning and Inference in NLP COLING 2016 SemEval-2015 Task 8: SpaceEval SEMEVAL 2015 Saul: Towards Declarative Learning Based Programming IJCAI 2015 Improving a Pipeline Architecture for Shallow Discourse Parsing CONLL 2015 SemEval-2013 Task 3: Spatial Role Labeling SEMEVAL 2013 SemEval-2012 Task 3: Spatial Role Labeling SEMEVAL 2012