Search Results for author: Aman Kumar

Found 9 papers, 0 papers with code

Experiments in Candidate Phrase Selection for Financial Named Entity Extraction - A Demo

no code implementations COLING 2016 Aman Kumar, Hassan Alam, Tina Werner, Manan Vyas

In this study we develop a system that tags and extracts financial concepts called financial named entities (FNE) along with corresponding numeric values {--} monetary and temporal.

BIG-bench Machine Learning Entity Extraction using GAN

Textbook to triples: Creating knowledge graph in the form of triples from AI TextBook

no code implementations20 Nov 2021 Aman Kumar, Swathi Dinakaran

A knowledge graph is an essential and trending technology with great applications in entity recognition, search, or question answering.

named-entity-recognition Named Entity Recognition +2

FabKG: A Knowledge graph of Manufacturing Science domain utilizing structured and unconventional unstructured knowledge source

no code implementations NAACL (SUKI) 2022 Aman Kumar, Akshay G Bharadwaj, Binil Starly, Collin Lynch

As the demands for large-scale information processing have grown, knowledge graph-based approaches have gained prominence for representing general and domain knowledge.

Knowledge Graphs NER +2

An ensemble of convolution-based methods for fault detection using vibration signals

no code implementations5 May 2023 Xian Yeow Lee, Aman Kumar, Lasitha Vidyaratne, Aniruddha Rajendra Rao, Ahmed Farahat, Chetan Gupta

This paper focuses on solving a fault detection problem using multivariate time series of vibration signals collected from planetary gearboxes in a test rig.

Fault Detection Time Series +1

CoroNetGAN: Controlled Pruning of GANs via Hypernetworks

no code implementations13 Mar 2024 Aman Kumar, Khushboo Anand, Shubham Mandloi, Ashutosh Mishra, Avinash Thakur, Neeraj Kasera, Prathosh A P

Additionally, our approach also outperforms the state-of-the-art methods in achieving better inference time on various smart-phone chipsets and data-types making it a feasible solution for deployment on edge devices.

Knowledge Distillation

AADNet: Attention aware Demoiréing Network

no code implementations13 Mar 2024 M Rakesh Reddy, Shubham Mandloi, Aman Kumar

Moire pattern frequently appears in photographs captured with mobile devices and digital cameras, potentially degrading image quality.

All Artificial, Less Intelligence: GenAI through the Lens of Formal Verification

no code implementations25 Mar 2024 Deepak Narayan Gadde, Aman Kumar, Thomas Nalapat, Evgenii Rezunov, Fabio Cappellini

This dataset was generated by 4 different LLMs and features a unique set of designs for each of the 10 CWEs we target in our paper.

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