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03/28/2023
Writing Assistants Should Model Social Factors of Language
Intelligent writing assistants powered by large language models (LLMs) a...
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10/29/2022
NTULM: Enriching Social Media Text Representations with Non-Textual Units
On social media, additional context is often present in the form of anno...
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05/03/2022
CTM – A Model for Large-Scale Multi-View Tweet Topic Classification
Automatically associating social media posts with topics is an important...
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10/20/2021
LMSOC: An Approach for Socially Sensitive Pretraining
While large-scale pretrained language models have been shown to learn ef...
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10/04/2021
Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs
An Intelligent IoT Environment (iIoTe) is comprised of heterogeneous dev...
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10/04/2019
DialectGram: Detecting Dialectal Variation at Multiple Geographic Resolutions
Several computational models have been developed to detect and analyze d...
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10/04/2019
DialectGram: Automatic Detection of Dialectal Variation at Multiple Geographic Resolutions
We propose DialectGram, a method to detect dialectical variation across ...
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07/28/2019
What Should I Ask? Using Conversationally Informative Rewards for Goal-Oriented Visual Dialog
The ability to engage in goal-oriented conversations has allowed humans ...
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07/14/2019
TWEETQA: A Social Media Focused Question Answering Dataset
With social media becoming increasingly pop-ular on which lots of news a...
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02/07/2019
VirtuWind - An SDN- and NFV-based Architecture for Softwarized Industrial Networks
VirtuWind proposes the application of Software Defined Networking (SDN) ...
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11/01/2018
MOHONE: Modeling Higher Order Network Effects in KnowledgeGraphs via Network Infused Embeddings
Many knowledge graph embedding methods operate on triples and are theref...
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10/31/2018
DOLORES: Deep Contextualized Knowledge Graph Embeddings
We introduce a new method DOLORES for learning knowledge graph embedding...
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09/10/2018
Multi-view Models for Political Ideology Detection of News Articles
A news article's title, content and link structure often reveal its poli...
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04/11/2018
Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media
While social media empowers freedom of expression and individual voices,...
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04/07/2018
Simple Models for Word Formation in English Slang
We propose generative models for three types of extra-grammatical word f...
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12/22/2017
TFW, DamnGina, Juvie, and Hotsie-Totsie: On the Linguistic and Social Aspects of Internet Slang
Slang is ubiquitous on the Internet. The emergence of new social context...
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05/22/2017
Latent Human Traits in the Language of Social Media: An Open-Vocabulary Approach
Over the past century, personality theory and research has successfully ...
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03/14/2017
Citation histories of papers: sometimes the rich get richer, sometimes they don't
We describe a simple model of how a publication's citations change over ...
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12/01/2016
Domain Adaptation for Named Entity Recognition in Online Media with Word Embeddings
Content on the Internet is heterogeneous and arises from various domains...
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08/19/2016
Data Centroid Based Multi-Level Fuzzy Min-Max Neural Network
Recently, a multi-level fuzzy min max neural network (MLF) was proposed,...
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05/12/2016
On the Convergent Properties of Word Embedding Methods
Do word embeddings converge to learn similar things over different initi...
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05/09/2016
Theano: A Python framework for fast computation of mathematical expressions
Theano is a Python library that allows to define, optimize, and evaluate...
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10/22/2015
Freshman or Fresher? Quantifying the Geographic Variation of Internet Language
We present a new computational technique to detect and analyze statistic...
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03/06/2015