Essays about: "NLP"

Showing result 1 - 5 of 234 essays containing the word NLP.

  1. 1. Few-shot Question Generation with Prompt-based Learning

    University essay from Uppsala universitet/Institutionen för lingvistik och filologi

    Author : Yongchao Wu; [2022]
    Keywords : Nautral Lanugage Processing; Question Generation; Neural Networks; Prompt-based Learning; Language Models;

    Abstract : Question generation (QG), which automatically generates good-quality questions from a piece of text, is capable of lowering the cost of the manual composition of questions. Recently Question generation has attracted increasing interest for its ability to supply a large number of questions for developing conversation systems and educational applications, as well as corpus development for natural language processing (NLP) research tasks, such as question answering and reading comprehension. READ MORE

  2. 2. Generation of Control Logic from Ordinary Speech

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Hamed Haghjo; Elias Vahlberg; [2022]
    Keywords : Code generation; generation of code; generation of control logic; natural language processing;

    Abstract : Developments in automatic code generation are evolving remarkably fast, with companies and researchers competing to reach human-level accuracy and capability. Advancements in this field primarily focus on using machine learning models for end-to-end code generation. READ MORE

  3. 3. Evaluating Cold-Start in Recommendation Systems Using a Hybrid Model Based on Factorization Machines and SBERT Embeddings

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

    Author : Sabrina Chowdhury; [2022]
    Keywords : Natural Language Processing; Hybrid Recommender Systems; Cold-Start Problem; språkteknologi; hybrida rekommendationssystem; kallstartsproblemet;

    Abstract : The item cold-start problem, which describes the difficulty of recommendation systems in recommending new items to users, remains a great challenge for recommendation systems that rely on past user-item interaction data. A popular technique in the current research surrounding the cold-start problem is the use of hybrid models that combine two or more recommendation strategies that may contribute with their individual advantages. READ MORE

  4. 4. Unsupervised Topic Modeling to Improve Stormwater Investigations

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : David Arvidsson; [2022]
    Keywords : NLP; topic modeling; LDA; unsupervised machine learning; urban process; graph database; knowledge graph;

    Abstract : Stormwater investigations are an important part of the detail plan that is necessary for companies and industries to write. The detail plan is used to show that an area is well suited for among other things, construction. Writing these detail plans is a costly and time consuming process and it is not uncommon they get rejected. READ MORE

  5. 5. Compressing Deep Learning models for Natural Language Understanding

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

    Author : Nadir Ait Lahmouch; [2022]
    Keywords : Natural Language Processing; Deep learning; BERT; Knowledge Distillation; Pruning.;

    Abstract : Uppgifter för behandling av naturliga språk (NLP) har under de senaste åren visat sig vara särskilt effektiva när man använder förtränade språkmodeller som BERT. Det enorma kravet på datorresurser som krävs för att träna sådana modeller gör det dock svårt att använda dem i verkligheten. READ MORE