Natural Language Processing and Information Systems

Table of Contents

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   Book Overview
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   Chapter 1 Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification
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   Chapter 2 How Challenging is Multimodal Irony Detection?
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   Chapter 3 Less is More: A Prototypical Framework for Efficient Few-Shot Named Entity Recognition
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   Chapter 4 Don’t Lose the Message While Paraphrasing: A Study on Content Preserving Style Transfer
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   Chapter 5 A Review of Parallel Corpora for Automatic Text Simplification. Key Challenges Moving Forward
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   Chapter 6 Explaining a Deep Learning Model for Aspect-Based Sentiment Classification Using Post-hoc Local Classifiers
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   Chapter 7 Arabic Privacy Policy Corpus and Classification
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   Chapter 8 SmartEDU: Accelerating Slide Deck Production with Natural Language Processing
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    Chapter 9 Explainable Integration of Knowledge Graphs Using Large Language Models
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    Chapter 10 Cross-Domain and Cross-Language Irony Detection: The Impact of Bias on Models’ Generalization
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    Chapter 11 Prompt and Instruction-Based Tuning for Response Generation in Conversational Question Answering
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    Chapter 12 IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran
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    Chapter 13 Comparing Object Recognition Models and Studying Hyperparameter Selection for the Detection of Bolts
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    Chapter 14 Morphosyntactic Evaluation for Text Summarization in Morphologically Rich Languages: A Case Study for Turkish
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    Chapter 15 Building Knowledge Graphs in Heliophysics and Astrophysics
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    Chapter 16 Text to Image Synthesis Using Bridge Generative Adversarial Network and Char CNN Model
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    Chapter 17 Evaluation of Transformer-Based Models for Punctuation and Capitalization Restoration in Spanish and Portuguese
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    Chapter 18 Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition
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    Chapter 19 Could KeyWord Masking Strategy Improve Language Model?
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    Chapter 20 Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation
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    Chapter 21 Node-Weighted Centrality Ranking for Unsupervised Long Document Summarization
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    Chapter 22 Characterization of the City of the Future from a Science Fiction Corpus
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    Chapter 23 On the Rule-Based Extraction of Statistics Reported in Scientific Papers
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    Chapter 24 GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task
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    Chapter 25 Expanding Domain-Specific Knowledge Graphs with Unknown Facts
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    Chapter 26 Knowledge Graph Representation Learning via Generated Descriptions
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    Chapter 27 LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts
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    Chapter 28 A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers
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    Chapter 29 Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-Scale Biomedical Document Corpora
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    Chapter 30 Abstractive Summarization Based Question-Answer System For Structural Information
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    Chapter 31 Adversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis
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    Chapter 32 A Few-Shot Approach to Resume Information Extraction via Prompts
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    Chapter 33 Decoding Strategies for Code Conciseness and Efficiency in Transformer-Generated Programs
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    Chapter 34 SP-BERT: A Language Model for Political Text in Scandinavian Languages
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    Chapter 35 Improving Context-Awareness on Multi-Turn Dialogue Modeling with Extractive Summarization Techniques
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    Chapter 36 Document Knowledge Transfer for Aspect-Based Sentiment Classification Using a Left-Center-Right Separated Neural Network with Rotatory Attention
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    Chapter 37 Argument and Counter-Argument Generation: A Critical Survey
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    Chapter 38 Novel Benchmark Data Set for Automatic Error Detection and Correction
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    Chapter 39 Weakly-Supervised Multimodal Learning for Predicting the Gender of Twitter Users
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    Chapter 40 Cross-Domain Toxic Spans Detection
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    Chapter 41 How Shall a Machine Call a Thing?
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    Chapter 42 Detecting Artificially Generated Academic Text: The Importance of Mimicking Human Utilization of Large Language Models
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    Chapter 43 Leveraging Small-BERT and Bio-BERT for Abbreviation Identification in Scientific Text
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    Chapter 44 RoBERTweet: A BERT Language Model for Romanian Tweets
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    Chapter 45 Evaluating the Effect of Letter Case on Named Entity Recognition Performance