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20162025
most citedExplainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions

69 citations · 117 across the 16 of their papers we have counts for

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Showing 2024Show all

5 papers · 1 filter

cs.CL2024

CEHA: A Dataset of Conflict Events in the Horn of Africa

Rui Bai, Di Lu, Shihao Ran +5

Natural Language Processing (NLP) of news articles can play an important role in understanding the dynamics and causes of violent conflict. Despite the availability of datasets cat…

cs.CL2024

Uchaguzi-2022: A Dataset of Citizen Reports on the 2022 Kenyan Election

Roberto Mondini, Neema Kotonya, Robert L. Logan +8

Online reporting platforms have enabled citizens around the world to collectively share their opinions and report in real time on events impacting their local communities. Systemat…

cs.CL2024

HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid

Hemank Lamba, Anton Abilov, Ke Zhang +8

Humanitarian organizations can enhance their effectiveness by analyzing data to discover trends, gather aggregated insights, manage their security risks, support decision-making, a…

cs.HC2024★ 4 cited

Dissecting users' needs for search result explanations

Prerna Juneja, Wenjuan Zhang, Alison Marie Smith-Renner +3

There is a growing demand for transparency in search engines to understand how search results are curated and to enhance users' trust. Prior research has introduced search result e…

cs.IR2024

Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from LLMs

Puxuan Yu, Daniel Cohen, Hemank Lamba +2

In search settings, calibrating the scores during the ranking process to quantities such as click-through rates or relevance levels enhances a system's usefulness and trustworthine…