Milan Aggarwal | DeepAI

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Vineeth N Balasubramanian
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Balaji Krishnamurthy
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Rishabh Iyer
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Ganesh Ramakrishnan
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Shagun Sodhani
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Mausoom Sarkar
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∙ 05/11/2023

INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Large Language Models

A salient characteristic of large pre-trained language models (PTLMs) is...

0 H S V N S Kowndinya Renduchintala, et al. ∙

∙ 09/12/2022

One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text

Active consumption of digital documents has yielded scope for research i...

10 Abhinav Java, et al. ∙

∙ 08/12/2022

LM-CORE: Language Models with Contextually Relevant External Knowledge

Large transformer-based pre-trained language models have achieved impres...

6 Jivat Neet Kaur, et al. ∙

∙ 06/13/2022

INDIGO: Intrinsic Multimodality for Domain Generalization

For models to generalize under unseen domains (a.k.a domain generalizati...

0 Puneet Mangla, et al. ∙

∙ 06/12/2022

CoSe-Co: Text Conditioned Generative CommonSense Contextualizer

Pre-trained Language Models (PTLMs) have been shown to perform well on n...

4 Rachit Bansal, et al. ∙

∙ 07/09/2021

Form2Seq : A Framework for Higher-Order Form Structure Extraction

Document structure extraction has been a widely researched area for deca...

6 Milan Aggarwal, et al. ∙

∙ 07/09/2021

Multi-Modal Association based Grouping for Form Structure Extraction

Document structure extraction has been a widely researched area for deca...

5 Milan Aggarwal, et al. ∙

∙ 12/02/2020

TAN-NTM: Topic Attention Networks for Neural Topic Modeling

Topic models have been widely used to learn representations from text an...

0 Madhur Panwar, et al. ∙

∙ 10/06/2020

Unsupervised Hierarchical Concept Learning

Discovering concepts (or temporal abstractions) in an unsupervised manne...

20 Sumegh Roychowdhury, et al. ∙

∙ 11/27/2019

Document Structure Extraction for Forms using Very High Resolution Semantic Segmentation

In this work, we look at the problem of structure extraction from docume...

33 Mausoom Sarkar, et al. ∙

∙ 11/11/2018

ReDecode Framework for Iterative Improvement in Paraphrase Generation

Generating paraphrases, that is, different variations of a sentence conv...

0 Milan Aggarwal, et al. ∙

∙ 09/17/2017

Reinforcement Learning Based Conversational Search Assistant

In this work, we develop an end-to-end Reinforcement Learning based arch...

0 Milan Aggarwal, et al. ∙

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