Karthik Sankaranarayanan | DeepAI

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Featured Co-authors

Pushpak Bhattacharyya
86 publications
Mitesh M. Khapra
59 publications
Sarath Chandar
58 publications
Brian Kingsbury
46 publications
Preethi Jyothi
32 publications
Soumen Chakrabarti
28 publications
Sunayana Sitaram
24 publications
Rahul Aralikatte
22 publications
Vivek Seshadri
20 publications
Dan Gutfreund
16 publications
Alfio Gliozzo
15 publications

∙ 09/22/2021

Role of Language Relatedness in Multilingual Fine-tuning of Language Models: A Case Study in Indo-Aryan Languages

We explore the impact of leveraging the relatedness of languages that be...

6 Tejas Indulal Dhamecha, et al. ∙

∙ 09/15/2021

Topic Transferable Table Question Answering

Weakly-supervised table question-answering(TableQA) models have achieved...

0 Saneem Ahmed Chemmengath, et al. ∙

∙ 06/29/2021

Representation based meta-learning for few-shot spoken intent recognition

Spoken intent detection has become a popular approach to interface with ...

4 Ashish Mittal, et al. ∙

∙ 04/01/2021

Multilingual and code-switching ASR challenges for low resource Indian languages

Recently, there is increasing interest in multilingual automatic speech ...

0 Anuj Diwan, et al. ∙

∙ 11/07/2020

Template Controllable keywords-to-text Generation

This paper proposes a novel neural model for the understudied task of ge...

0 Abhijit Mishra, et al. ∙

∙ 09/01/2020

Helper Without Threads: Customized Prefetching for Delinquent Irregular Loads

The growing memory footprints of cloud and big data applications mean th...

0 Karthik Sankaranarayanan, et al. ∙

∙ 03/02/2020

Addressing target shift in zero-shot learning using grouped adversarial learning

In this paper, we present a new paradigm to zero-shot learning (ZSL) tha...

0 Saneem Ahmed Chemmengath, et al. ∙

∙ 09/24/2019

A Visual Analytics Framework for Adversarial Text Generation

This paper presents a framework which enables a user to more easily make...

0 Brandon Laughlin, et al. ∙

∙ 06/12/2019

Unified Semantic Parsing with Weak Supervision

Semantic parsing over multiple knowledge bases enables a parser to explo...

0 Priyanka Agrawal, et al. ∙

∙ 10/29/2018

On Controllable Sparse Alternatives to Softmax

Converting an n-dimensional vector to a probability distribution over n ...

0 Anirban Laha, et al. ∙

∙ 10/18/2018

Unsupervised Neural Text Simplification

The paper presents a first attempt towards unsupervised neural text simp...

0 Sai Surya, et al. ∙

∙ 10/05/2018

Scalable Micro-planned Generation of Discourse from Structured Data

We present a framework for generating natural language description from ...

0 Anirban Laha, et al. ∙

∙ 09/10/2018

Unsupervised Controllable Text Formalization

We propose a novel framework for controllable natural language transform...

0 Parag Jain, et al. ∙

∙ 09/02/2018

Modeling Topical Coherence in Discourse without Supervision

Coherence of text is an important attribute to be measured for both manu...

0 Disha Shrivastava, et al. ∙

∙ 04/21/2018

DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension

We propose DuoRC, a novel dataset for Reading Comprehension (RC) that mo...

0 Amrita Saha, et al. ∙

∙ 04/20/2018

A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization

Structured data summarization involves generation of natural language su...

0 Parag Jain, et al. ∙

∙ 04/20/2018

Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization

In this work, we focus on the task of generating natural language descri...

0 Preksha Nema, et al. ∙

∙ 01/31/2018

Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph

While conversing with chatbots, humans typically tend to ask many questi...

0 Amrita Saha, et al. ∙

∙ 07/18/2017

Story Generation from Sequence of Independent Short Descriptions

Existing Natural Language Generation (NLG) systems are weak AI systems a...

0 Parag Jain, et al. ∙

∙ 07/18/2017

A Machine Learning Approach for Evaluating Creative Artifacts

Much work has been done in understanding human creativity and defining m...

0 Disha Shrivastava, et al. ∙

∙ 04/01/2017

Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations

While multimodal conversation agents are gaining importance in several d...

0 Amrita Saha, et al. ∙

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