Essays about: "Natural Language understanding"

Showing result 1 - 5 of 115 essays containing the words Natural Language understanding.

1. 1. "We live in Sweden; We use Swedish to understand" : A study on L1 functions and students' attitudes toward L1 use in a Swedish L2 English learning environment

   University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikation

   Author : Johanna Pettersson; [2024]
   Keywords : Sweden; L1 use; L1 functions; English; L2 learning environment; student attitudes; codeswitching; translanguaging; monolingual learning environment; multilingual learning environment; bilingualism;

   Abstract : This study aims to explore Swedish upper secondary students’ attitudes toward first language (L1) use in a second language (L2) English learning environment. In addition, it aims to explore the functions of L1 use. Through a qualitative approach with both observations and interviews, a pattern of L1 use was noticed. READ MORE

3. 2. The language of risk: A quantitative study on the effects of presentation format in risk communication

   University essay from Handelshögskolan i Stockholm/Institutionen för marknadsföring och strategi

   Author : Andreas Lidin; Daniel Mira; [2024]
   Keywords : Risk Communication; Numeracy; Presentation Format; Natural Frequencies;

   Abstract : Consumers are faced with everyday decisions requiring understanding and interpretation of risks and probabilities. One area where the importance of good risk communication is particularly salient is in modern healthcare where shared medical decision making is a central feature. READ MORE

4. 3. Bridging Language & Data : Optimizing Text-to-SQL Generation in Large Language Models

   University essay from Linköpings universitet/Artificiell intelligens och integrerade datorsystem

   Author : Niklas Wretblad; Fredrik Gordh Riseby; [2024]
   Keywords : Chaining; Classification; Data Quality; Few-Shot Learning; Large Language Model; Machine Learning; Noise; Prompt; Prompt Engineering; SQL; Structured Query Language; Text-to-SQL; Zero-Shot Learning; Noise Identification;

   Abstract : This thesis explores text-to-SQL generation using Large Language Models within a financial context, aiming to assess the efficacy of current benchmarks and techniques. The central investigation revolves around the accuracy of the BIRD-Bench benchmark and the applicability of text-to-SQL models in real-world scenarios. READ MORE

5. 4. Nested Noun Phrase Detection in English Text with BERT

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

   Author : Shweta Misra; [2023]
   Keywords : Phrase detection; nested noun phrase identification; phrase structure identification; sentence parsing; transformer models; machine learning; natural language processing; Frasdetektering; kapslad substantivfrasidentifiering; frasstrukturidentifiering; meningsanalys; transformers-modeller; maskininlärning; naturlig språkbehandling;

   Abstract : In this project, we address the task of nested noun phrase identification in English sentences, where a phrase is defined as a group of words functioning as one unit in a sentence. Prior research has extensively explored the identification of various phrases for language understanding and text generation tasks. READ MORE

6. 5. Natural Language Inference Transfer Learning in a Multi-Task Contract Dataset : In the Case of ContractNLI: a Document Information Extraction System

   University essay from Uppsala universitet/Institutionen för lingvistik och filologi

   Author : Yiu Kei Tang; [2023]
   Keywords : ;

   Abstract : This thesis investigates the enhancement of legal contract Natural Language Inference (NLI) classification through supervised fine-tuning on general domain NLI, in the case of ContractNLI and Span NLI BERT (Koreeda and Manning, 2021), a multi-task document information extraction dataset and framework. Annotated datasets of a specific professional domain are scarce due to the high time and labour cost required to create them. READ MORE