2.4k citations · 2.7k across the 42 of their papers we have counts for
9 papers · 1 filter
"Stop Asian Hate!" : Refining Detection of Anti-Asian Hate Speech During the COVID-19 Pandemic
Huy Nghiem, Fred Morstatter
Content warning: This work displays examples of explicit and/or strongly offensive language. Fueled by a surge of anti-Asian xenophobia and prejudice during the COVID-19 pandemic,…
Keyword Assisted Embedded Topic Model
Bahareh Harandizadeh, J. Hunter Priniski, Fred Morstatter
By illuminating latent structures in a corpus of text, topic models are an essential tool for categorizing, summarizing, and exploring large collections of documents. Probabilistic…
Attributing Fair Decisions with Attention Interventions
Ninareh Mehrabi, Umang Gupta, Fred Morstatter +2
The widespread use of Artificial Intelligence (AI) in consequential domains, such as healthcare and parole decision-making systems, has drawn intense scrutiny on the fairness of th…
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction
Dong-Ho Lee, Ravi Kiran Selvam, Sheikh Muhammad Sarwar +6
Deep neural models for named entity recognition (NER) have shown impressive results in overcoming label scarcity and generalizing to unseen entities by leveraging distant supervisi…
Analyzing Race and Country of Citizenship Bias in Wikidata
Zaina Shaik, Filip Ilievski, Fred Morstatter
As an open and collaborative knowledge graph created by users and bots, it is possible that the knowledge in Wikidata is biased in regards to multiple factors such as gender, race,…
Organizational Artifacts of Code Development
Parisa Kaghazgaran, Nichola Lubold, Fred Morstatter
Software is the outcome of active and effective communication between members of an organization. This has been noted with Conway's law, which states that ``organizations design sy…