Essays about: "Natural Language Understanding NLU"

Showing result 1 - 5 of 8 essays containing the words Natural Language Understanding NLU.

1. 1. 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

3. 2. ElektroCHAT: A Knowledge Base-Driven Dialogue System for Electrical Engineering Students : A Proposal for Interactive Tutoring

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

   Author : Fredrik Gölman; [2023]
   Keywords : Knowledge base; Knowledge graph; Dialogue system; Chatbot; Electrical engineering; Education; Kunskapsbas; Kunskapsgraf; Dialogsystem; Chatbot; Elektroteknik; Utbildning;

   Abstract : Universities worldwide face challenges both with students dropping out of educational programmes and repetitive questions directed toward teaching staff which both consume resources and result in delays. Recent progress in natural language processing (NLP) introduces the possibility of more sophisticated dialogue systems that could help alleviate the situation. READ MORE

4. 3. EVALUATING CONFIDENCE ESTIMATION IN NLU FOR DIALOGUE SYSTEMS

   University essay from Göteborgs universitet / Institutionen för filosofi, lingvistik och vetenskapsteori

   Author : Ranim Khojah; [2022-06-20]
   Keywords : Natural Language Understanding NLU ; Intent ranking; Confidence Calibration;

   Abstract : Background: Natural Language Understanding (NLU) is an important component in Dialogue Systems (DS) which makes the utterances of humans understandable by machines. A central aspect of NLU is intent classification. READ MORE

5. 4. '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)

   Author : Mikaela Åstrand; [2020]
   Keywords : ;

   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

6. 5. Interactive fictional databases; the search for family and agency : A study of natural language systems and theircapability of inducing agency

   University essay from Högskolan i Skövde/Institutionen för informationsteknologi

   Author : Matilda Jalonen; Cornelis Rönnberg Westin; [2020]
   Keywords : Natural language input; Natural Language understanding; Agency; Control; Freedom; Interactive fiction; Database; Game; Wizard of Oz;

   Abstract : Natural Language (NL) mechanics are seemingly underutilized within modern game development and may be capable of inducing unexpected levels of agency within its users. This study focuses specifically on NL Input (NLI) and examines its capability of inducing an experience of agency, control, and freedom through an interactive fiction with a database searching context. READ MORE