Search Results for author: Durgesh Nandini

Found 5 papers, 0 papers with code

Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis

no code implementations19 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.

Knowledge Graph Embedding Knowledge Graph Embeddings

Explaining Hate Speech Classification with Model Agnostic Methods

no code implementations30 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.

Classification Hate Speech Detection

Overview of the HASOC track at FIRE 2020: Hate Speech and Offensive Content Identification in Indo-European Languages

no code implementations12 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.

Binary Classification Classification +1

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