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20112022
most citedUnderspecification Presents Challenges for Credibility in Modern Machine Learning

430 citations · 1.5k across the 43 of their papers we have counts for

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Showing 2018Show all

7 papers · 1 filter

cs.CL2018★ 18 cited

Mind Your POV: Convergence of Articles and Editors Towards Wikipedia's Neutrality Norm

Umashanthi Pavalanathan, Xiaochuang Han, Jacob Eisenstein

Wikipedia has a strong norm of writing in a 'neutral point of view' (NPOV). Articles that violate this norm are tagged, and editors are encouraged to make corrections. But the impa…

cs.CL2018★ 2 cited

Predicting Semantic Relations using Global Graph Properties

Yuval Pinter, Jacob Eisenstein

Semantic graphs, such as WordNet, are resources which curate natural language on two distinguishable layers. On the local level, individual relations between synsets (semantic buil…

cs.CL2018

Stylistic Variation in Social Media Part-of-Speech Tagging

Murali Raghu Babu Balusu, Taha Merghani, Jacob Eisenstein

Social media features substantial stylistic variation, raising new challenges for syntactic analysis of online writing. However, this variation is often aligned with author attribu…

cs.CL2018

Sí o no, què penses? Catalonian Independence and Linguistic Identity on Social Media

Ian Stewart, Yuval Pinter, Jacob Eisenstein

Political identity is often manifested in language variation, but the relationship between the two is still relatively unexplored from a quantitative perspective. This study examin…

cs.CL2018

Making "fetch" happen: The influence of social and linguistic context on nonstandard word growth and decline

Ian Stewart, Jacob Eisenstein

In an online community, new words come and go: today's "haha" may be replaced by tomorrow's "lol." Changes in online writing are usually studied as a social process, with innovatio…

cs.SI2018★ 3 cited

Detecting Social Influence in Event Cascades by Comparing Discriminative Rankers

Sandeep Soni, Shawn Ling Ramirez, Jacob Eisenstein

The global dynamics of event cascades are often governed by the local dynamics of peer influence. However, detecting social influence from observational data is challenging due to…