Is Probing All You Need? Indicator Tasks as an Alternative to Probing Embedding Spaces

no code implementations • 24 Oct 2023 • Tal Levy, Omer Goldman, Reut Tsarfaty

The ability to identify and control different kinds of linguistic information encoded in vector representations of words has many use cases, especially for explainability and bias removal.

Ranking Recovery from Limited Comparisons using Low-Rank Matrix Completion

no code implementations • 14 Jun 2018 • Tal Levy, Alireza Vahid, Raja Giryes

The partial and noisy data of pairwise comparisons is transformed into a matrix form.

Low-Rank Matrix Completion