Zobrazeno 1 - 10
of 27 323
pro vyhledávání: '"Fokkens"'
When building a predictive model, it is often difficult to ensure that domain-specific requirements are encoded by the model that will eventually be deployed. Consider researchers working on hate speech detection. They will have an idea of what is co
Externí odkaz:
http://arxiv.org/abs/2410.15911
Autor:
Fokkens, Robert1 rob@robertfokkens.co.uk, Khumalo, Andile2 Andile.Khumalo@wits.ac.za
Publikováno v:
SAMUS: South African Music Studies. 2016, Vol. 34/35, p97-108. 12p.
Subjective tasks in NLP have been mostly relegated to objective standards, where the gold label is decided by taking the majority vote. This obfuscates annotator disagreement and the inherent uncertainty of the label. We argue that subjectivity shoul
Externí odkaz:
http://arxiv.org/abs/2408.14141
Fairness in classification tasks has traditionally focused on bias removal from neural representations, but recent trends favor algorithmic methods that embed fairness into the training process. These methods steer models towards fair performance, pr
Externí odkaz:
http://arxiv.org/abs/2407.10629
Language models trained on large amounts of data are known to produce inappropriate content in some cases and require careful tuning to be used in the real world. We revisit the reward augmented decoding (RAD) approach to control the generation from
Externí odkaz:
http://arxiv.org/abs/2407.04615
For a viewpoint-diverse news recommender, identifying whether two news articles express the same viewpoint is essential. One way to determine "same or different" viewpoint is stance detection. In this paper, we investigate the robustness of operation
Externí odkaz:
http://arxiv.org/abs/2404.03987
Post-hoc explanation methods are an important tool for increasing model transparency for users. Unfortunately, the currently used methods for attributing token importance often yield diverging patterns. In this work, we study potential sources of dis
Externí odkaz:
http://arxiv.org/abs/2403.19424
Autor:
van Rhyn, Chris1 chris.vanrhyn@nwu.ac.za
Publikováno v:
SAMUS: South African Music Studies. 2016, Vol. 34/35, p109-134. 26p.
Autor:
Sikkema, E.1 (AUTHOR)
Publikováno v:
Tijdschrift voor Bijzonder Strafrecht & Handhaving. Oct2021, Vol. 7 Issue 5, p311-312. 2p.