Published in TMLR, 2023
This paper is about Physical Reasoning in AI.
Recommended citation: Andrew Melnik, Robin Schiewer, Moritz Lange, Andrei Muresanu, Mozhgan Saeidi, Animesh Garg, Helge Ritter. (2023). " journal={TMLR}, pages={1--50}, year={2023}, publisher={TMLR} Journal 1. 1(1). https://arxiv.org/pdf/2312.10728.pdf
Published in Intelligent Systems, 2023
Recommended citation: Mozhgan Saeidi, Kaveh Mahdaviani, Evangelos Milios, Norbert Zeh. (2023). " journal={Intelligent Systems with Applications }, pages={1--10}, year={2022}, publisher={World Scientific} Journal 1. 1(1). https://www.sciencedirect.com/science/article/pii/S2667305323000716
Published in International Journal of Computational Geometry & Applications, 2022
This work explores how well large language models can solve creative problems by analyzing their performance on a dataset inspired by a quiz show segment that involves making connections between seemingly unrelated words.
Recommended citation: Naeini, Saeid and Saqur, Raeid and Saeidi, Mozhgan and Giorgi, John and Taati, Babak. (2023). " journal={journal={Advances in Neural Information Processing Systems}}, pages={100--130}, year={2023}, publisher={NeurIPS} Journal 1. 1(1). [https://arxiv.org/pdf/2109.14497.pdf](https://proceedings.neurips.cc/paper_files/paper/2023/file/11e3e0f1b29dcd31bd0952bfc1357f68-Paper-Datasets_and_Benchmarks.pdf)
Published in International Journal of Computational Geometry & Applications, 2022
This paper is about ruler wrapping problem.
Recommended citation: Gagie, Travis and Saeidi, Mozhgan and Sapucaia, Allan. (2022). " journal={International Journal of Computational Geometry \& Applications}, pages={1--10}, year={2022}, publisher={World Scientific} Journal 1. 1(1). https://arxiv.org/pdf/2109.14497.pdf
Published in WWW, 2022
This paper is about using contextual representation learning when disambiguating biomedical text.
Recommended citation: Saeidi, Mozhgan and Milios, Evangelos and Zeh, Norbert. (2019). " Biomedical Word Sense Disambiguation with Contextualized Representation Learning." booktitle={Companion Proceedings of the Web Conference 2022}, pages={843--848}, year={2022} Journal 1. 1(1). https://dl.acm.org/doi/abs/10.1145/3487553.3524703
Published in PKDD, 2021
This paper is about solving word sense disambiguation task using graph convolutional networks.
Recommended citation: Saeidi, Mozhgan. (2021). " ContextBERT: Contextual Graph Representation Learning in Text Disambiguation." Booktitle: PKDD, Germany, September 16--20, 2019, Proceedings, Part II. pages={283--297}, year={2021}, organization={Springer} Journal 1. 1(1). https://ceur-ws.org/Vol-2997/paper2.pdf
Published in ICMLA, 2021
This paper is about using a graph convolutional network in categorozong online harassment in twitter posts.
Recommended citation: Saeidi, Mozhgan and Milios, Evangelos and Zeh, Norbert. (2021). " booktitle={2021 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, pages={946--951}, year={2021}, organization={IEEE} Journal 1. 1(1). https://ieeexplore.ieee.org/abstract/document/9680133
Published in ICDAR, 2021
This paper is about the role of contextual embeddings in the word sense disambiguation task.
Recommended citation: Saeidi, Mozhgan and Milios, Evangelos and Zeh, Norbert. (2021). " booktitle={Document Analysis and Recognition--ICDAR 2021 Workshops: Lausanne, Switzerland, September 5--10, 2021, Proceedings, Part II 16}, pages={174--186}, year={2021}, organization={Springer} Journal 1. 1(3). https://link.springer.com/chapter/10.1007/978-3-030-86159-9_37
Published in ICDAR, 2021
This paper is about Wikification task and how design a new embedding approach to improve the final results of Wikification.
Recommended citation: Saeidi, Mozhgan and Milios, Evangelos and Zeh, Norbert. (2021). " booktitle={Document Analysis and Recognition--ICDAR 2021 Workshops: Lausanne, Switzerland, September 5--10, 2021, Proceedings, Part II 16}, pages={509--524}, year={2021}, organization={Springer} Journal 1. 1(3). https://link.springer.com/chapter/10.1007/978-3-030-86159-9_37
Published in COLING, 2020
This paper is about specific charactristics in detecting document structure.
Recommended citation: Kosmajac, Dijana and Saeidi, Mozhgan and Taylor, Stacey. (2020). "Table of contents detection in financial documents." booktitle={Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation}, pages={169--173}, year={2020} Journal 1. 1(2). https://aclanthology.org/2020.fnp-1.29/
Published in ECML PKDD, 2019
This paper is about harassment on social media and how categorize it using machine learning and NLP techniques.
Recommended citation: Saeidi, Mozhgan and da S. Sousa, Samuel Bruno and Milios, Evangelos and Zeh, Norbert and Berton, Lilian. (2019). "Categorizing online harassment on Twitter." Booktitle: Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, W{\"u}rzburg, Germany, September 16--20, 2019, Proceedings, Part II. pages={283--297}, year={2020}, organization={Springer} Journal 1. 1(1). https://link.springer.com/chapter/10.1007/978-3-030-43887-6_22