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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...
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09/15/2021
Topic Transferable Table Question Answering
Weakly-supervised table question-answering(TableQA) models have achieved...
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06/29/2021
Representation based meta-learning for few-shot spoken intent recognition
Spoken intent detection has become a popular approach to interface with ...
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04/01/2021
Multilingual and code-switching ASR challenges for low resource Indian languages
Recently, there is increasing interest in multilingual automatic speech ...
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11/07/2020
Template Controllable keywords-to-text Generation
This paper proposes a novel neural model for the understudied task of ge...
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09/01/2020
Helper Without Threads: Customized Prefetching for Delinquent Irregular Loads
The growing memory footprints of cloud and big data applications mean th...
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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...
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09/24/2019
A Visual Analytics Framework for Adversarial Text Generation
This paper presents a framework which enables a user to more easily make...
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06/12/2019
Unified Semantic Parsing with Weak Supervision
Semantic parsing over multiple knowledge bases enables a parser to explo...
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10/29/2018
On Controllable Sparse Alternatives to Softmax
Converting an n-dimensional vector to a probability distribution over n ...
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10/18/2018
Unsupervised Neural Text Simplification
The paper presents a first attempt towards unsupervised neural text simp...
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10/05/2018
Scalable Micro-planned Generation of Discourse from Structured Data
We present a framework for generating natural language description from ...
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09/10/2018
Unsupervised Controllable Text Formalization
We propose a novel framework for controllable natural language transform...
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09/02/2018
Modeling Topical Coherence in Discourse without Supervision
Coherence of text is an important attribute to be measured for both manu...
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04/21/2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension
We propose DuoRC, a novel dataset for Reading Comprehension (RC) that mo...
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04/20/2018
A Mixed Hierarchical Attention based Encoder-Decoder Approach for Standard Table Summarization
Structured data summarization involves generation of natural language su...
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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...
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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...
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07/18/2017
Story Generation from Sequence of Independent Short Descriptions
Existing Natural Language Generation (NLG) systems are weak AI systems a...
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07/18/2017
A Machine Learning Approach for Evaluating Creative Artifacts
Much work has been done in understanding human creativity and defining m...
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04/01/2017