Brian Williams

most citedLACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CL2023

Iterated Piecewise Affine (IPA) Approximation for Language Modeling

Davood Shamsi, Wen-yu Hua, Brian Williams

In this work, we demonstrate the application of a first-order Taylor expansion to approximate a generic function $F : R^{n \times m} \to R^{n \times m}$ and utilize it in language m…

cs.CL2023★ 1 cited

LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM

Wen-Yu Hua, Brian Williams, Davood Shamsi

Text embeddings are useful features for several NLP applications, such as sentence similarity, text clustering, and semantic search. In this paper, we present a Low-rank Adaptation…