Gaurav Verma | DeepAI

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∙ 06/19/2023

Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding

State-of-the-art few-shot learning (FSL) methods leverage prompt-based f...

0 Venkata Prabhakara Sarath Nookala, et al. ∙

∙ 06/19/2023

Cross-Modal Attribute Insertions for Assessing the Robustness of Vision-and-Language Learning

The robustness of multimodal deep learning models to realistic changes i...

0 Shivaen Ramshetty, et al. ∙

∙ 05/17/2023

Large-Scale Text Analysis Using Generative Language Models: A Case Study in Discovering Public Value Expressions in AI Patents

Labeling data is essential for training text classifiers but is often di...

0 Sergio Pelaez, et al. ∙

∙ 11/04/2022

Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions

As multimodal learning finds applications in a wide variety of high-stak...

0 Gaurav Verma, et al. ∙

∙ 05/19/2022

Overcoming Language Disparity in Online Content Classification with Multimodal Learning

Advances in Natural Language Processing (NLP) have revolutionized the wa...

11 Gaurav Verma, et al. ∙

∙ 05/19/2022

The Impact of COVID-19 Pandemic on LGBTQ Online Communities

The COVID-19 pandemic has disproportionately impacted the lives of minor...

0 Yunhao Yuan, et al. ∙

∙ 02/10/2022

Characterizing, Detecting, and Predicting Online Ban Evasion

Moderators and automated methods enforce bans on malicious users who eng...

0 Manoj Niverthi, et al. ∙

∙ 09/13/2021

BeautifAI – A Personalised Occasion-oriented Makeup Recommendation System

With the global metamorphosis of the beauty industry and the rising dema...

0 Kshitij Gulati, et al. ∙

∙ 01/28/2021

DRAG: Director-Generator Language Modelling Framework for Non-Parallel Author Stylized Rewriting

Author stylized rewriting is the task of rewriting an input text in a pa...

0 Hrituraj Singh, et al. ∙

∙ 10/22/2020

Incorporating Stylistic Lexical Preferences in Generative Language Models

While recent advances in language modeling have resulted in powerful gen...

0 Hrituraj Singh, et al. ∙

∙ 09/08/2020

LynyrdSkynyrd at WNUT-2020 Task 2: Semi-Supervised Learning for Identification of Informative COVID-19 English Tweets

We describe our system for WNUT-2020 shared task on the identification o...

0 Abhilasha Sancheti, et al. ∙

∙ 06/05/2020

"To Target or Not to Target": Identification and Analysis of Abusive Text Using Ensemble of Classifiers

With rising concern around abusive and hateful behavior on social media ...

0 Gaurav Verma, et al. ∙

∙ 03/02/2020

Using Image Captions and Multitask Learning for Recommending Query Reformulations

Interactive search sessions often contain multiple queries, where the us...

0 Gaurav Verma, et al. ∙

∙ 09/22/2019

Adapting Language Models for Non-Parallel Author-Stylized Rewriting

Given the recent progress in language modeling using Transformer-based n...

0 Bakhtiyar Syed, et al. ∙

∙ 09/18/2019

A Lexical, Syntactic, and Semantic Perspective for Understanding Style in Text

With a growing interest in modeling inherent subjectivity in natural lan...

0 Gaurav Verma, et al. ∙

∙ 06/21/2019

Stuck? No worries!: Task-aware Command Recommendation and Proactive Help for Analysts

Data analytics software applications have become an integral part of the...

0 Aadhavan M. Nambhi, et al. ∙

∙ 03/30/2019

Learning Affective Correspondence between Music and Image

We introduce the problem of learning affective correspondence between au...

0 Gaurav Verma, et al. ∙

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