no code implementations • 19 Oct 2024 • Durgesh Nandini, Simon Bloethner, Mirco Schoenfeld, Mario Larch
To address this, we propose leveraging the potential of knowledge graph embeddings for economic trade data, in particular, to predict international trade relationships.
no code implementations • 14 May 2024 • Oliver Baumann, Durgesh Nandini, Anderson Rossanez, Mirco Schoenfeld, Julio Cesar Dos Reis
We propose a Knowledge Graph (KG) based recommender system by encoding user interactions on item catalogs.
no code implementations • 30 May 2023 • Durgesh Nandini, Ute Schmid
This has been achieved by first predicting the classification of a text and then providing a posthoc, model agnostic and surrogate interpretability approach for explainability and to prevent model bias.
no code implementations • 17 Dec 2021 • Thomas Mandl, Sandip Modha, Gautam Kishore Shahi, Hiren Madhu, Shrey Satapara, Prasenjit Majumder, Johannes Schaefer, Tharindu Ranasinghe, Marcos Zampieri, Durgesh Nandini, Amit Kumar Jaiswal
This paper presents the HASOC subtrack for English, Hindi, and Marathi.
no code implementations • 12 Aug 2021 • Thomas Mandla, Sandip Modha, Gautam Kishore Shahi, Amit Kumar Jaiswal, Durgesh Nandini, Daksh Patel, Prasenjit Majumder, Johannes Schäfer
HASOC has two sub-task for all three languages: task A is a binary classification problem (Hate and Not Offensive) while task B is a fine-grained classification problem for three classes (HATE) Hate speech, OFFENSIVE and PROFANITY.