Essays about: "semantic similarity"

Showing result 6 - 10 of 57 essays containing the words semantic similarity.

  1. 6. Semantic Similarity Comparison of Political Statements by ChatGPT and Political Representatives

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

    Author : Sebastian Lihammer; [2023]
    Keywords : ChatGPT; Deep learning; Artificial intelligence; Politics; Semantic similarity; ChatGPT; Djupinlärning; Artificiell intelligens; Politik; Semantisk likhet;

    Abstract : ChatGPT is a recently released chatbot that through the use of deep learning can generate human-like statements on a variety of topics. Deep learning models have a potential to affect politics. They can for instance be used as a source for political information or be used to create and spread political messages. READ MORE

  3. 7. Duplicate detection of multimodal and domain-specific trouble reports when having few samples : An evaluation of models using natural language processing, machine learning, and Siamese networks pre-trained on automatically labeled data

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

    Author : Viktor Karlstrand; [2022]
    Keywords : Duplicate detection; Bug reports; Trouble reports; Natural language processing; Information retrieval; Machine learning; Siamese neural network; Transformers; Automated data labeling; Shapley values; Dubblettdetektering; Felrapporter; Buggrapporter; Naturlig språkbehandling; Informationssökning; Maskininlärning; Siamesiska neurala nätverk; Transformatorer; Automatiserad datamärkning; Shapley-värden;

    Abstract : Trouble and bug reports are essential in software maintenance and for identifying faults—a challenging and time-consuming task. In cases when the fault and reports are similar or identical to previous and already resolved ones, the effort can be reduced significantly making the prospect of automatically detecting duplicates very compelling. READ MORE

  4. 8. Exploring State-of-the-Art Natural Language Processing Models with Regards to Matching Job Adverts and Resumes

    University essay from Uppsala universitet/Avdelningen för systemteknik

    Author : Lise Rückert; Henry Sjögren; [2022]
    Keywords : Deep Learning; Natural Language Processing; SBERT; Cosine similarity; Recruitment; Triplet network; Semantic similarity;

    Abstract : The ability to automate the process of comparing and matching resumes with job adverts is a growing research field. This can be done through the use of the machine learning area Natural Language Processing (NLP), which enables a model to learn human language. READ MORE

  5. 9. Trade-offs between Quality and Efficiency in Multilingual Dense Retrieval

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

    Author : Emma Schüldt; [2022]
    Keywords : Dense retrieval; Binary Retrieval; Semantic search; ColBERT; Multilingual; MSMarco; Tät informationssökning; Binär informationssökning; Semantisk sökning; ColBERT; Flerspråkig; MS Marco;

    Abstract : As the amount of content online grows, information retrieval becomes increasingly crucial. Traditional information retrieval does not take the text order into account and is also dependent on exact text matching between the query and the document. READ MORE

  6. 10. Decompilation of WebAssembly using Datalog

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

    Author : Love Brandefelt; [2022]
    Keywords : Datalog; Decompiler; WebAssembly; Logic programming; Bytecode; Datalog; Dekompilator; WebAssembly; Logic programming; Bytecode;

    Abstract : With 92% of today’s browsers supporting WebAssembly the need for decompilers to discover malicious code is greater than ever. The introduction of the Datalog to C++ compiler Soufflé, in 2016, enables the implementation of effective Datalog-based decompilers. READ MORE