most citedAnalysis of Named Entity Recognition and Linking for Tweets

347 citations · 349 across the 3 of their papers we have counts for

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cs.CL2024

Hostility Detection in UK Politics: A Dataset on Online Abuse Targeting MPs

Mugdha Pandya, Mali Jin, Kalina Bontcheva +1

Numerous politicians use social media platforms, particularly X, to engage with their constituents. This interaction allows constituents to pose questions and offer feedback but al…

cs.CL2024

Exploring the Influence of Label Aggregation on Minority Voices: Implications for Dataset Bias and Model Training

Mugdha Pandya, Nafise Sadat Moosavi, Diana Maynard

Resolving disagreement in manual annotation typically consists of removing unreliable annotators and using a label aggregation strategy such as majority vote or expert opinion to r…

cs.CL20231 cited

Dimensions of Online Conflict: Towards Modeling Agonism

Matt Canute, Mali Jin, hannah holtzclaw +6

Agonism plays a vital role in democratic dialogue by fostering diverse perspectives and robust discussions. Within the realm of online conflict there is another type: hateful antag…

cs.CL20231 cited

Examining Temporal Bias in Abusive Language Detection

Mali Jin, Yida Mu, Diana Maynard +1

The use of abusive language online has become an increasingly pervasive problem that damages both individuals and society, with effects ranging from psychological harm right throug…

cs.CL2014347 cited

Analysis of Named Entity Recognition and Linking for Tweets

Leon Derczynski, Diana Maynard, Giuseppe Rizzo +5

Applying natural language processing for mining and intelligent information access to tweets (a form of microblog) is a challenging, emerging research area. Unlike carefully author…