Essays about: "Intent classification"
Showing result 6 - 10 of 26 essays containing the words Intent classification.
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6. Understand me, do you? : An experiment exploring the natural language understanding of two open source chatbots
University essay from Blekinge Tekniska Högskola/Institutionen för programvaruteknikAbstract : What do you think of when you hear the word chatbot? A helpful assistant when booking flight tickets? Maybe a frustrating encounter with a company’s customer support, or smart technologies that will eventually take over your job? The field of chatbots is under constant development and bots are more and more taking a place in our everyday life, but how well do they really understand us humans? The objective of this thesis is to investigate how capable two open source chatbots are in understanding human language when given input containing spelling errors, synonyms or faulty syntax. The study will further investigate if the bots get better at identifying what the user’s intention is when supplied with more training data to base their analysis on. READ MORE
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7. Evaluation regarding the US fund market : A comparison between different US fund risk classes and their performance
University essay from Linnéuniversitetet/Institutionen för ekonomistyrning och logistik (ELO)Abstract : The intent of this thesis is to investigate how US equity funds performance differ due to their standard deviation. In order to accomplish this study, we collected daily data for 99 US equity funds for the period 2011-2020 and divided the funds into three risk classification groups based on their standard deviation for the year 2011. READ MORE
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8. QPLaBSE: Quantized and Pruned Language-Agnostic BERT Sentence Embedding Model : Production-ready compression for multilingual transformers
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Transformer models perform well on Natural Language Processing and Natural Language Understanding tasks. Training and fine-tuning of these models consume a large amount of data and computing resources. Fast inference also requires high-end hardware for user-facing products. READ MORE
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9. CORPUS EXPLORATION AND DIALOGUE SYSTEM DESIGN FOR A VIRTUAL LIBRARIAN
University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteoriAbstract : This thesis is a part of the virtual librarian project for the City Library Gothenburg (Stadsbibliotek Göteborg), which is a public city library. The objective of the project is to develop a virtual librarian using machine learning and AI approaches to replace the current webchat solution to reduce the workload of human librarians and increase satisfaction among the patrons. READ MORE
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10. 'Sorry, I didn't understand that' : A comparison of methods for intent classification for social robotics applications
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : An important feature in a social robot is the ability to understand natural language. One of the core components in a typical system for natural language understanding (NLU) is so called intent classification; the action of classifying user utterances based on the underlying intents of the user. READ MORE
