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05/24/2023
A Monte Carlo Language Model Pipeline for Zero-Shot Sociopolitical Event Extraction
We consider dyadic zero-shot event extraction (EE) to identify actions b...
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02/27/2023
A Comparative Analysis Of Latent Regressor Losses For Singing Voice Conversion
Previous research has shown that established techniques for spoken voice...
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12/29/2022
Examining Political Rhetoric with Epistemic Stance Detection
Participants in political discourse employ rhetorical strategies – such ...
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10/13/2022
ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution
Large-scale, high-quality corpora are critical for advancing research in...
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09/15/2022
Corpus-Guided Contrast Sets for Morphosyntactic Feature Detection in Low-Resource English Varieties
The study of language variation examines how language varies between and...
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04/10/2022
ClioQuery: Interactive Query-Oriented Text Analytics for Comprehensive Investigation of Historical News Archives
Historians and archivists often find and analyze the occurrences of quer...
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11/16/2021
Zero-shot Singing Technique Conversion
In this paper we propose modifications to the neural network framework, ...
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11/16/2021
An Exploratory Study on Perceptual Spaces of the Singing Voice
Sixty participants provided dissimilarity ratings between various singin...
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09/15/2021
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects
Using observed language to understand interpersonal interactions is impo...
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05/27/2021
Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence
Automated event extraction in social science applications often requires...
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03/16/2021
A Neural Passage Model for Ad-hoc Document Retrieval
Traditional statistical retrieval models often treat each document as a ...
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10/30/2020
Analyzing Gender Bias within Narrative Tropes
Popular media reflects and reinforces societal biases through the use of...
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10/09/2020
Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty
Methods and applications are inextricably linked in science, and in part...
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05/01/2020
Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates
Many applications of computational social science aim to infer causal co...
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09/07/2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts
Sports broadcasters inject drama into play-by-play commentary by buildin...
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04/19/2019
Query-focused Sentence Compression in Linear Time
Search applications often display shortened sentences which must contain...
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02/01/2019
Human acceptability judgements for extractive sentence compression
Recent approaches to English-language sentence compression rely on paral...
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09/06/2018
Evaluating Syntactic Properties of Seq2seq Output with a Broad Coverage HPSG: A Case Study on Machine Translation
Sequence to sequence (seq2seq) models are often employed in settings whe...
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04/17/2018
Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses
Dependency parsing research, which has made significant gains in recent ...
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08/06/2017
Rookie: A unique approach for exploring news archives
News archives are an invaluable primary source for placing current event...
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07/22/2017
Identifying civilians killed by police with distantly supervised entity-event extraction
We propose a new, socially-impactful task for natural language processin...
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06/30/2017
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English
We highlight an important frontier in algorithmic fairness: disparity in...
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08/31/2016
Demographic Dialectal Variation in Social Media: A Case Study of African-American English
Though dialectal language is increasingly abundant on social media, few ...
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06/20/2016
Visualizing textual models with in-text and word-as-pixel highlighting
We explore two techniques which use color to make sense of statistical t...
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08/21/2015