Dialogue Act Sequence Labeling using Hierarchical encoder with CRF

3 code implementations • 13 Sep 2017 • Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi, Arun Kumar

Dialogue Act recognition associate dialogue acts (i. e., semantic labels) to utterances in a conversation.

Dialogue Act Classification

"You might also like this model": Data Driven Approach for Recommending Deep Learning Models for Unknown Image Datasets

1 code implementation • 26 Nov 2019 • Ameya Prabhu, Riddhiman Dasgupta, Anush Sankaran, Srikanth Tamilselvam, Senthil Mani

Further, we predict the performance accuracy of the recommended architecture on the given unknown dataset, without the need for training the model.

Fine Grained Classification of Personal Data Entities

no code implementations • 23 Nov 2018 • Riddhiman Dasgupta, Balaji Ganesan, Aswin Kannan, Berthold Reinwald, Arun Kumar

Entity Type Classification can be defined as the task of assigning category labels to entity mentions in documents.

Classification General Classification

A Neural Architecture for Person Ontology population

no code implementations • 22 Jan 2020 • Balaji Ganesan, Riddhiman Dasgupta, Akshay Parekh, Hima Patel, Berthold Reinwald

A person ontology comprising concepts, attributes and relationships of people has a number of applications in data protection, didentification, population of knowledge graphs for business intelligence and fraud prevention.

Classification General Classification +3