Essays about: "dbcv"

Found 2 essays containing the word dbcv.

1. 1. Self-Supervised Fine-Tuning of sentence embedding models using a Smooth Inverse Frequency model : Automatic creation of labels with Smooth Inverse Frequency model

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Vittorio Pellegrini; [2023]
   Keywords : Natural Language Processing; sentence embeddings; Transformer-based architectures; sentence paraphrasing; sentence similarity; sentence clustering; Naturlig språkbehandling; inbäddning av meningar; transformatorbaserade arkitekturer; parafrasering av meningar; meningslikhet; klustring av meningar Canvas Lärplattform; Dockerbehållare; Prestandajustering;

   Abstract : Sentence embedding models play a key role in the field of Natural Language Processing. They can be exploited for the resolution of several tasks like sentence paraphrasing, sentence similarity, and sentence clustering. READ MORE

3. 2. Cluster Analysis with Meaning : Detecting Texts that Convey the Same Message

   University essay from Linköpings universitet/Interaktiva och kognitiva system

   Author : Fredrik Öhrström; [2018]
   Keywords : nlp; text mining; clustering; semantic meaning; text clustering; semantic duplicates; simplified technical english; duplicate detection; dbcv; doc2vec; etteplan;

   Abstract : Textual duplicates can be hard to detect as they differ in words but have similar semantic meaning. At Etteplan, a technical documentation company, they have many writers that accidentally re-write existing instructions explaining procedures. These "duplicates" clutter the database. This is not desired because it is duplicate work. READ MORE