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Robust Conversational Agents against Imperceptible Toxicity Triggers



Ninareh Mehrabi , Ahmad Beirami , Fred Morstatter , Aram Galstyan


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"Stop Asian Hate!" : Refining Detection of Anti-Asian Hate Speech During the COVID-19 Pandemic



Huy Nghiem , Fred Morstatter


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Keyword Assisted Embedded Topic Model



Bahareh Harandizadeh , J. Hunter Priniski , Fred Morstatter

* 8 pages, 5 figures, WSDM 2022 Conference 

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AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction



Dong-Ho Lee , Ravi Kiran Selvam , Sheikh Muhammad Sarwar , Bill Yuchen Lin , Mahak Agarwal , Fred Morstatter , Jay Pujara , Elizabeth Boschee , James Allan , Xiang Ren

* 10 pages, 12 figures, Best paper at [email protected] 2021 and presented at [email protected] 2021 

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Attributing Fair Decisions with Attention Interventions



Ninareh Mehrabi , Umang Gupta , Fred Morstatter , Greg Ver Steeg , Aram Galstyan


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Analyzing Race and Country of Citizenship Bias in Wikidata



Zaina Shaik , Filip Ilievski , Fred Morstatter


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Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources



Ninareh Mehrabi , Pei Zhou , Fred Morstatter , Jay Pujara , Xiang Ren , Aram Galstyan


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Exacerbating Algorithmic Bias through Fairness Attacks



Ninareh Mehrabi , Muhammad Naveed , Fred Morstatter , Aram Galstyan


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One-shot Learning for Temporal Knowledge Graphs



Mehrnoosh Mirtaheri , Mohammad Rostami , Xiang Ren , Fred Morstatter , Aram Galstyan


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Leveraging Clickstream Trajectories to Reveal Low-Quality Workers in Crowdsourced Forecasting Platforms



Akira Matsui , Emilio Ferrara , Fred Morstatter , Andres Abeliuk , Aram Galstyan

* 12 pages, 8 figures 

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