Essays about: "statistical language models"
Showing result 1 - 5 of 42 essays containing the words statistical language models.
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1. Initial Development and Validation of Language-Based Assessments for Meaningful Change
University essay from Lunds universitet/Institutionen för psykologiAbstract : Meaningful change has been discussed in multiple studies, with the recurring question of how it could be conceptualized and assessed to identify what determines meaningful change and where it occurs. Previous studies have conducted statistical analyses based on traditional rating scales (i.e., the PHQ-9) to assess meaningful change. READ MORE
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2. Models, Keys, and Cryptanalysis: Evaluating historical statistical language models in cryptanalysis of homophonic substitution ciphers
University essay from Göteborgs universitet/Institutionen för filosofi, lingvistik och vetenskapsteoriAbstract : This thesis presents an empirical study connected to historical cryptography and especially within the framework of the research project DECRYPT. One of the research questions in the DECRYPT project relates to the use of language models for automatic cryptanalysis. READ MORE
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3. Air quality prediction in metropolitan areas using deep learning methods
University essay from Stockholms universitet/Institutionen för data- och systemvetenskapAbstract : The rapid growth of the world's urban population shows that people are increasingly moving to cities. In recent decades, the frequent occurrence of smog caused by increasing industrialization has brought environmental pollution to record highs. READ MORE
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4. SAX meets Word2vec : A new paradigm in the time series forecasting
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : The purpose of this thesis was to investigate whether some successful ideas in NLP, such as word2vec, are applicable to time series prob- lems or not. More specifically, we are interested to assess a combina- tion of previously proven methods such as SAX and Word2vec. READ MORE
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5. Contextual short-term memory for LLM-based chatbot
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The evolution of Language Models (LMs) has enabled building chatbot systems that are capable of human-like dialogues without the need for fine-tuning the chatbot for a specific task. LMs are stateless, which means that a LM-based chatbot does not have a recollection of the past conversation unless it is explicitly included in the input prompt. READ MORE
