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Natural Language Processing and Information Systems : 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Derby, UK, June 21-23, 2023, Proceedings /

This book constitutes the refereed proceedings of the 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, held in Derby, UK, in June 21-23, 2023 The 31 full papers and 14 short papers included in this book were carefully reviewed and selected from 89...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Métais, Elisabeth (Editor), Meziane, Farid (Editor), Sugumaran, Vijayan (Editor), Manning, Warren (Editor), Reiff-Marganiec, Stephan (Editor)
Format: eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Edition:1st ed. 2023.
Series:Lecture Notes in Computer Science, 13913
Subjects:
Computer engineering.
Computer networks .
Artificial intelligence.
Image processing-Digital techniques.
Computer vision.
Social sciences-Data processing.
Computer Engineering and Networks.
Artificial Intelligence.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Computer Application in Social and Behavioral Sciences.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Large Language Models in the Workplace: A Case Study on Prompt Engineering for Job Type Classification
  • How Challenging is Multimodal Irony Detection?
  • Less is more: A Prototypical Framework for Efficient Few-Shot Named Entity Recognition
  • Don't Lose the Message while Paraphrasing: A Study on Content Preserving Style Transfer
  • A Review of Parallel Corpora for Automatic Text Simplification. Key Challenges Moving Forward
  • Explaining a Deep Learning Model for Aspect-Based Sentiment Classification Using Post-hoc Local Classifiers
  • Arabic Privacy Policy Corpus and Classification
  • SmartEDU: Accelerating Slide Deck Production with Natural Language Processing
  • Explainable Integration of Knowledge Graphs using Large Language Models
  • Cross-domain and cross-language irony detection: The impact of bias on models' generalization
  • Prompt and Instruction-Based Tuning for Response Generation in Conversational Question Answering
  • IndQNER: Named Entity Recognition Benchmark Dataset from the Indonesian Translation of the Quran
  • Comparing object recognition models and studying hyperparameter selection for the detection of bolts
  • Morphosyntactic Evaluation for Text Summarization in Morphologically Rich Languages: A Case Study for Turkish
  • Building Knowledge Graphs in Heliophysics and Astrophysics
  • Text to Image Synthesis Using Bridge Generative Adversarial Network and Char CNN Model
  • Evaluation of transformer-based models for punctuation and capitalization restoration in Spanish and Portuguese
  • Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity Recognition
  • Could KeyWord Masking strategy improve language model?
  • Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation
  • Node-Weighted Centrality Ranking for Unsupervised Long Document Summarization
  • Characterization of the city of the future from a science fiction corpus
  • On the Rule-based Extraction of Statistics Reported in Scientific Papers
  • GRAM: Grammar-Based Refined-Label Representing Mechanism in the Hierarchical Semantic Parsing Task
  • Expanding Domain-specific Knowledge Graphs with Unknown Facts
  • Knowledge Graph Representation Learning via Generated Descriptions
  • LonXplain: Lonesomeness as a Consequence of Mental Disturbance in Reddit Posts
  • A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers
  • Effective Information Retrieval, Question Answering and Abstractive Summarization on Large-scale Biomedical Document Corpora
  • Abstractive Summarization Based Question-Answer System for Structural Information
  • Adversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis
  • A Few-shot Approach to Resume Information Extraction via Prompts
  • Decoding Strategies for Code Conciseness and Efficiency in Transformer-Generated Programs
  • SP-BERT: A Language Model for Political Text in Scandinavian Languages
  • Improving Context-Awareness on Multi-Turn Dialogue Modeling with Extractive Summarization Techniques
  • Document Knowledge Transfer for Aspect-Based Sentiment Classification Using a Left-Center-Right Separated Neural Network with Rotatory Attention
  • Argument and counter-argument generation: a critical survey
  • Novel Benchmark Data Set for Automatic Error Detection and Correction
  • Weakly-Supervised Multimodal Learning for Predicting the Gender of Twitter Users
  • Cross-Domain Toxic Spans Detection
  • How shall a machine call a thing?
  • Detecting Artificially Generated Academic Text: the Importance of Mimicking Human Utilization of Large Language Models
  • Leveraging Small-BERT and Bio-BERT for Abbreviation Identification in Scientific Text
  • RoBERTweet: A BERT Language Model for Romanian Tweets
  • Evaluating the Effect of Letter Case on Named Entity Recognition Performance. .