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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...
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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...
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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...
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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...
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05/19/2022
Overcoming Language Disparity in Online Content Classification with Multimodal Learning
Advances in Natural Language Processing (NLP) have revolutionized the wa...
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05/19/2022
The Impact of COVID-19 Pandemic on LGBTQ Online Communities
The COVID-19 pandemic has disproportionately impacted the lives of minor...
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02/10/2022
Characterizing, Detecting, and Predicting Online Ban Evasion
Moderators and automated methods enforce bans on malicious users who eng...
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09/13/2021
BeautifAI – A Personalised Occasion-oriented Makeup Recommendation System
With the global metamorphosis of the beauty industry and the rising dema...
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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...
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10/22/2020
Incorporating Stylistic Lexical Preferences in Generative Language Models
While recent advances in language modeling have resulted in powerful gen...
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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...
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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 ...
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03/02/2020
Using Image Captions and Multitask Learning for Recommending Query Reformulations
Interactive search sessions often contain multiple queries, where the us...
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09/22/2019
Adapting Language Models for Non-Parallel Author-Stylized Rewriting
Given the recent progress in language modeling using Transformer-based n...
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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...
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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...
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03/30/2019