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02/27/2023
Epicurus at SemEval-2023 Task 4: Improving Prediction of Human Values behind Arguments by Leveraging Their Definitions
We describe our experiments for SemEval-2023 Task 4 on the identificatio...
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02/15/2023
Measuring the Instability of Fine-Tuning
Fine-tuning pre-trained language models on downstream tasks with varying...
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08/08/2022
Template-based Abstractive Microblog Opinion Summarisation
We introduce the task of microblog opinion summarisation (MOS) and share...
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04/11/2022
Same Author or Just Same Topic? Towards Content-Independent Style Representations
Linguistic style is an integral component of language. Recent advances i...
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02/18/2022
Evaluating the Construct Validity of Text Embeddings with Application to Survey Questions
Text embedding models from Natural Language Processing can map text data...
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01/01/2022
Understanding Public Opinion on Using Hydroxychloroquine for COVID-19 Treatment via Social Media
Hydroxychloroquine (HCQ) is used to prevent or treat malaria caused by m...
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09/10/2021
Does It Capture STEL? A Modular, Similarity-based Linguistic Style Evaluation Framework
Style is an integral part of natural language. However, evaluation metho...
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09/10/2021
Assessing the Reliability of Word Embedding Gender Bias Measures
Various measures have been proposed to quantify human-like social biases...
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05/03/2021
Semantic Journeys: Quantifying Change in Emoji Meaning from 2012-2018
The semantics of emoji has, to date, been considered from a static persp...
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12/31/2020
HateCheck: Functional Tests for Hate Speech Detection Models
Detecting online hate is a difficult task that even state-of-the-art mod...
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07/22/2020
Better Early than Late: Fusing Topics with Word Embeddings for Neural Question Paraphrase Identification
Question paraphrase identification is a key task in Community Question A...
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07/02/2019
How we do things with words: Analyzing text as social and cultural data
In this article we describe our experiences with computational text anal...
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12/22/2017
Emo, Love, and God: Making Sense of Urban Dictionary, a Crowd-Sourced Online Dictionary
The Internet facilitates large-scale collaborative projects. The emergen...
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01/25/2016
A Kernel Independence Test for Geographical Language Variation
Quantifying the degree of spatial dependence for linguistic variables is...
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08/30/2015