6 citations · 7 across the 3 of their papers we have counts for
4 papers
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 and utilize it in language m…
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…
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering
Soheil Esmaeilzadeh, Brian Williams, Davood Shamsi +1
Teachers often conduct surveys in order to collect data from a predefined group of students to gain insights into topics of interest. When analyzing surveys with open-ended textual…
Improving Retrieval Modeling Using Cross Convolution Networks And Multi Frequency Word Embedding
Guozhen An, Mehrnoosh Shafiee, Davood Shamsi
To build a satisfying chatbot that has the ability of managing a goal-oriented multi-turn dialogue, accurate modeling of human conversation is crucial. In this paper we concentrate…