no code implementations • EMNLP (WNUT) 2020 • Ankit Kumar, Piyush Makhija, Anuj Gupta
Owing to the phenomenal success of BERT on various NLP tasks and benchmark datasets, industry practitioners are actively experimenting with fine-tuning BERT to build NLP applications for solving industry use cases.
no code implementations • NAACL (NLP4IF) 2021 • Ankit Kumar, Naman Jhunjhunwala, Raksha Agarwal, Niladri Chatterjee
The spread of COVID-19 has been accompanied with widespread misinformation on social media.
no code implementations • 25 Feb 2024 • Pravneet Kaur, Gautam Siddharth Kashyap, Ankit Kumar, Md Tabrez Nafis, Sandeep Kumar, Vikrant Shokeen
This groundbreaking study explores the expanse of Large Language Models (LLMs), such as Generative Pre-Trained Transformer (GPT) and Bidirectional Encoder Representations from Transformers (BERT) across varied domains ranging from technology, finance, healthcare to education.
no code implementations • 11 Jan 2024 • Yashwardhan Chaudhuri, Ankit Kumar, Orchid Chetia Phukan, Arun Balaji Buduru
However, most of the previous methods rely on a heavy backbone and a complex downstream architecture that restricts the deployment.
no code implementations • 28 Nov 2023 • Gautam Siddharth Kashyap, Deepkashi Mahajan, Orchid Chetia Phukan, Ankit Kumar, Alexander E. I. Brownlee, Jiechao Gao
In this study, we present a novel hybrid algorithm, combining Levy Flight (LF) and Particle Swarm Optimization (PSO) (LF-PSO), tailored for efficient multi-robot exploration in unknown environments with limited communication and no global positioning information.
no code implementations • 11 Dec 2022 • Ankit Kumar, Priya Shukla, Vandana Kushwaha, G. C. Nandi
In this paper, we present an architecture that, unlike prior work, is context-aware.
no code implementations • 7 Oct 2021 • Kartikay Bagla, Ankit Kumar, Shivam Gupta, Anuj Gupta
However, for most datasets that are used by practitioners to build industrial NLP applications, it is hard to guarantee the presence of any noise in the data.
no code implementations • ACM Transactions on Management Information Systems 2021 • Ankit Kumar, Abhishek Kumar, Ali Kashif Bashir, MAMOON RASHID, V. D. AMBETH KUMAR, Rupak Kharel
Detection of outliers or anomalies is one of the vital issues in pattern-driven data mining.
no code implementations • 20 May 2021 • Sukhdeep S. Sodhi, Ellie Ka-In Chio, Ambarish Jash, Santiago Ontañón, Ajit Apte, Ankit Kumar, Ayooluwakunmi Jeje, Dima Kuzmin, Harry Fung, Heng-Tze Cheng, Jon Effrat, Tarush Bali, Nitin Jindal, Pei Cao, Sarvjeet Singh, Senqiang Zhou, Tameen Khan, Amol Wankhede, Moustafa Alzantot, Allen Wu, Tushar Chandra
As more and more online search queries come from voice, automatic speech recognition becomes a key component to deliver relevant search results.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 14 Apr 2021 • Andrés L. Suárez-Cetrulo, Ankit Kumar, Luis Miralles-Pechuán
We performed some experiments in which we compare state-of-the-art machine learning algorithms, such as LSTM, against online incremental machine learning algorithms to adapt them to the daily changes in the spread of the disease and predict future COVID-19 cases.
no code implementations • 15 Feb 2021 • Suraj Singh, Xiansi Wang, Ankit Kumar, Alireza Qaiumzadeh, Peter Svedlindh, Thomas Tybell, Erik Wahlström
As an alternative to experiments and/or micromagnetic simulations, we investigate the accuracy of a simple macrospin model.
Mesoscale and Nanoscale Physics
no code implementations • 26 Jan 2021 • Rahul Gupta, Sajid Husain, Ankit Kumar, Rimantas Brucas, Anders Rydberg, Peter Svedlindh
To achieve a large terahertz (THz) amplitude from a spintronic THz emitter (STE), materials with 100\% spin polarisation such as Co-based Heusler compounds as the ferromagnetic layer are required.
Materials Science Mesoscale and Nanoscale Physics Other Condensed Matter Optics
no code implementations • 14 Dec 2020 • Ankit Kumar, Manil T. Mohan
The present work is concerned about the two-dimensional stochastic convective Brinkman-Forchheimer (2D SCBF) equations perturbed by a white noise (non degenerate) in smooth bounded domains in $\R^{2}$.
Probability
no code implementations • COLING 2020 • Piyush Makhija, Ankit Kumar, Anuj Gupta
We present hinglishNorm - a human annotated corpus of Hindi-English code-mixed sentences for text normalization task.
2 code implementations • 18 Oct 2020 • Piyush Makhija, Ankit Kumar, Anuj Gupta
We present hinglishNorm -- a human annotated corpus of Hindi-English code-mixed sentences for text normalization task.
no code implementations • 22 Sep 2020 • H. C. Das, Ankit Kumar, Bharat Kumar, S. K. Biswal, S. K. Patra
The secondary component of the GW190814 event left us with a question, "whether it is a supermassive neutron star or lightest black-hole?".
Nuclear Theory High Energy Astrophysical Phenomena
no code implementations • 7 Aug 2020 • Tao Wu, Ellie Ka-In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao
In light of these problems, we observed that most online content platforms have both a search and a recommender system that, while having heterogeneous input spaces, can be connected through their common output item space and a shared semantic representation.
no code implementations • 29 Jun 2020 • Ali Hadian, Ankit Kumar, Thomas Heinis
Spatial indexes are crucial for the analysis of the increasing amounts of spatial data, for example generated through IoT applications.
no code implementations • 29 Mar 2020 • Ankit Kumar, Piyush Makhija, Anuj Gupta
Owing to the phenomenal success of BERT on various NLP tasks and benchmark datasets, industry practitioners are actively experimenting with fine-tuning BERT to build NLP applications for solving industry use cases.
no code implementations • 6 Feb 2020 • Ankit Kumar, H. C. Das, Manpreet Kaur, M. Bhuyan, S. K. Patra
The NM parameters like incompressibility, neutron pressure, symmetry energy, and its derivatives are calculated using the acquired expression of energy per nucleon.
Nuclear Theory
no code implementations • 5 Jul 2018 • Shweta Yadav, Ankit Kumar, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya
In this paper, we present a novel method based on deep bidirectional long short-term memory (B-LSTM) technique that exploits word sequences and dependency path related information to identify PPI information from text.
no code implementations • 13 Oct 2016 • Sourish Ghosh, Aaditya Sanjay Boob, Nishant Nikhil, Nayan Raju Vysyaraju, Ankit Kumar
A college student's life can be primarily categorized into domains such as education, health, social and other activities which may include daily chores and travelling time.
no code implementations • 12 Feb 2016 • Malladihalli S Bhuvan, Ankit Kumar, Adil Zafar, Vinith Kishore
Early identification of patients facing a high risk of readmission can enable healthcare providers to to conduct additional investigations and possibly prevent future readmissions.
11 code implementations • 24 Jun 2015 • Ankit Kumar, Ozan .Irsoy, Peter Ondruska, Mohit Iyyer, James Bradbury, Ishaan Gulrajani, Victor Zhong, Romain Paulus, Richard Socher
Most tasks in natural language processing can be cast into question answering (QA) problems over language input.
Ranked #66 on Sentiment Analysis on SST-2 Binary classification