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Cover image for 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
Title:
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
Author:
Métais, Elisabeth. editor.
ISBN:
9783031353208
Edition:
1st ed. 2023.
Physical Description:
XV, 600 p. 115 illus., 92 illus. in color. online resource.
Series:
Lecture Notes in Computer Science, 13913
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 ResumeInformation 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. .
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