Natural Language Processing and Information Systems

Table of Contents

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   Book Overview
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   Chapter 1 Enhancing Subword Embeddings with Open N -grams
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   Chapter 2 Using BERT and Augmentation in Named Entity Recognition for Cybersecurity Domain
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   Chapter 3 Improving Named Entity Recognition for Biomedical and Patent Data Using Bi-LSTM Deep Neural Network Models
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   Chapter 4 A User-centred Analysis of Explanations for a Multi-component Semantic Parser
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   Chapter 5 Investigating Query Expansion and Coreference Resolution in Question Answering on BERT
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   Chapter 6 CONQUEST: A Framework for Building Template-Based IQA Chatbots for Enterprise Knowledge Graphs
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   Chapter 7 Enabling Interactive Answering of Procedural Questions
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   Chapter 8 Natural Language Generation Using Transformer Network in an Open-Domain Setting
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    Chapter 9 A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios
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    Chapter 10 Enhancement of Short Text Clustering by Iterative Classification
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    Chapter 11 Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype
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    Chapter 12 Pattern Learning for Detecting Defect Reports and Improvement Requests in App Reviews
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    Chapter 13 Analysis and Multilabel Classification of Quebec Court Decisions in the Domain of Housing Law
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    Chapter 14 A Position Aware Decay Weighted Network for Aspect Based Sentiment Analysis
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    Chapter 15 Studying Attention Models in Sentiment Attitude Extraction Task
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    Chapter 16 A Sentiwordnet Strategy for Curriculum Learning in Sentiment Analysis
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    Chapter 17 The Role of Personality and Linguistic Patterns in Discriminating Between Fake News Spreaders and Fact Checkers
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    Chapter 18 Literary Natural Language Generation with Psychological Traits
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    Chapter 19 Movies Emotional Analysis Using Textual Contents
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    Chapter 20 Combining Character and Word Embeddings for Affect in Arabic Informal Social Media Microblogs
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    Chapter 21 Towards Explainability in Using Deep Learning for the Detection of Anorexia in Social Media
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    Chapter 22 An Adaptive Response Matching Network for Ranking Multi-turn Chatbot Responses
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    Chapter 23 Improving the Community Question Retrieval Performance Using Attention-Based Siamese LSTM
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    Chapter 24 Jointly Linking Visual and Textual Entity Mentions with Background Knowledge
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    Chapter 25 Human-in-the-Loop Conversation Agent for Customer Service