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De-noising Document Classification Benchmarks via Prompt-Based Rank Pruning: A Case Study

Authors: Matti Wiegmann; Benno Stein 0001; Martin Potthast;

De-noising Document Classification Benchmarks via Prompt-Based Rank Pruning: A Case Study

Abstract

This is a dataset of fan fiction works, labeled with any of 4 corresponding triggers warnings and judgements about the reliability of that label. Please finde details in the corresponding publication: https://webis.de/publications.html#wiegmann_2024c Please use the following citation key: @InProceedings{wiegmann:2024c, address = {Berlin Heidelberg New York}, author = {Matti Wiegmann and Benno Stein and Martin Potthast}, booktitle = {Experimental IR Meets Multilinguality, Multimodality, and Interaction. 15th International Conference of the CLEF Association (CLEF 2024)}, editor = {Lorraine Goeuriot and Philippe Mulhem and Georges Qu{\'e}not and Didier Schwab and Giorgio Maria Di Nunzio and Laure Soulier and Petra Galuscakova and Alba Garcia Seco Herrera and Guglielmo Faggioli and Nicola Ferro}, month = sep, publisher = {Springer}, series = {Lecture Notes in Computer Science}, site = {Grenoble, France}, title = {{De-Noising Document Classification Benchmarks via Prompt-based Rank Pruning: A Case Study}}, year = 2024}

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average