
Natural Language Processing and Information Systems
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Content
- Title
- Preface
- Organization
- Table of Contents
- Invited Talks
- Easy Access to Textual Information: The Role of Natural Language Processing
- Sentiment Strength Detection in the Social Web: From YouTube Arguments to Twitter Praise
- Full Papers
- COMPENDIUM: A Text Summarization System for Generating Abstracts of Research Papers
- Introduction
- Related Work
- Description of the Data Set: Research Papers
- Analysis of the Model Summaries
- Text Summarization Approach: COMPENDIUM
- COMPENDIUM_E: Extractive Summarization
- COMPENDIUM_E-A: Abstractive-Oriented Summarization
- Results and Discussion
- Comparison with Human Abstracts
- Topic Identification
- User Satisfaction Study
- Conclusion and Future Work
- References
- Automatic Generation of Semantic Features and Lexical Relations Using OWL Ontologies
- Introduction
- Semantic Feature Analysis
- OWL Ontologies
- From OWL Axioms to Semantic Features
- Formula Extraction
- Computing Lexical Relations
- Testing and Evaluation
- Results and Discussion
- Conclusion and Future Work
- References
- EmotiNet: A Knowledge Base for Emotion Detection in Text Built on the Appraisal Theories
- Introduction
- State of the Art
- Motivation and Contribution
- Building a Knowledge Base of Action Chains: EmotiNet
- ISEAR - Self-reported Affect
- Modelling Situations with Semantic Roles
- Models of Emotion
- Designing the EmotiNet Ontology
- Extending and Populating EmotiNet with Real Examples
- Expanding EmotiNet with Existing NLP Resources
- Experiments and Evaluation
- Experimental Setup
- Empirical Results
- Discussion
- Conclusions and Future Work
- References
- Querying Linked Data Using Semantic Relatedness: A Vocabulary Independent Approach
- Introduction
- Query Approach
- Introduction
- Description of the Approach
- Entity Recognition and Entity Search
- Query Parsing
- Semantic Relatedness
- The Semantic Relatedness Spreading Activation Algorithm
- Evaluation
- Related Work
- Conclusion and Future Work
- References
- Extracting Explicit and Implicit Causal Relations from Sparse, Domain-Specific Texts
- Introduction
- Related Work
- Methodology for Extracting Causal Relations
- Pattern Acquisition
- Causal Pattern Extraction
- Causal Relation Extraction
- Experimental Evaluation
- Pattern Acquisition
- Causal Pattern Extraction
- Causal Relation Extraction
- Conclusion
- References
- Topics Inference by Weighted Mutual Information Measures Computed from Structured Corpus
- Introduction
- Domain of Interests
- Methodology
- TF-IDF Encoding with Domain-Based Weights
- Topic Clustering with Mutual Information Measures
- Topic Inference Procedure
- Evaluations and Results
- Training Corpus
- Testing Data
- Performance Evaluation of Topic Inference Engine and Results
- Discussions and Future Work
- Conclusions
- References
- Improving Subtree-Based Question Classification Classifiers with Word-Cluster Models
- Introduction
- Subtree Mining for Question classification
- Tree Classification
- Subtree Features Selection with Boosting
- Structured SVMs with Subtree Features
- Word-Cluster Model for Question Classification
- The Brown Algorithm
- Word-Cluster Based Features
- Experimental Results
- Conclusions
- References
- Data-Driven Approach Based on Semantic Roles for Recognizing Temporal Expressions and Events in Chinese
- Introduction
- Background
- Temporal Expressions and Events
- Related Work
- Semantic Roles
- Our Proposal: TIRSemZH
- Learning Features
- Machine Learning Technique: CRF
- Evaluation: TempEval-2 Test
- Evaluation Framework
- TIRSemZH Results
- Conclusions and FutureWork
- References
- Information Retrieval Techniques for Corpus Filtering Applied to External Plagiarism Detection
- Introduction
- State of the Art
- Methods
- Full-Text Search Engine
- Document Similarity Measure
- Experimentation and Results
- Full-Text Search Engine
- Document Similarity Measure
- Technique Comparison
- Conclusions and Future Work
- References
- Word Sense Disambiguation: A Graph-Based Approach Using N-Cliques Partitioning Technique
- Introduction and Motivation
- Models, Technique and Resources
- Cliques
- N-Cliques
- Clique Partitioning Algorithm
- ISR-WN Resource
- Reuters Vector
- Method Structure
- Creating an Initial Semantic Graph
- Applying N-Cliques Partitioning Technique
- Selecting the Correct Senses
- Evaluation
- Analysis of the Behaviour of the Accuracies of Grammatical Categories
- Analysis of Correct Senses According to Different N-Cliques
- Comparison with Previous WSD Approaches Graph-Based
- Conclusions and Further Works
- References
- OntoFIS as a NLP Resource in the Drug-Therapy Domain: Design Issues and Solutions Applied
- Introduction
- OntoFIS: Characteristics and Design Process
- Design Process
- Design Issues and Solutions Applied
- Issues during the Representation Process
- Issues during the Formalisation Process
- Discussion
- Conclusions and Future Work
- References
- Short Papers
- Exploiting Unlabeled Data for Question Classification
- Introduction
- Kernels for Question Classification
- Semantic Kernels
- Composite Kernels
- Experiments
- Description of the Data Set
- Experimental Setup
- Experimental Results
- Related Work
- Conclusions and Future Work
- References
- A System for Adaptive Information Extraction from Highly Informal Text
- Introduction and Motivation
- Architecture of the System
- Normalization
- Semantic Tagging
- Integration in a Knowledge Base
- An Annotated Corpus of Classified Advertisements
- Evaluation
- Evaluation Metrics
- Configuration of the System
- Analysis of Results
- Conclusions and Future Work
- References
- Pythia: Compositional Meaning Construction for Ontology-Based Question Answering on the Semantic Web
- Introduction
- Approach
- Evaluation
- Dataset and Grammar Generation
- Evaluation Results and Discussion
- Conclusion and Future Work
- References
- 'twazn me!!!
- (' Automatic Authorship Analysis of Micro-Blogging Messages
- Introduction
- Related Work
- Method Description and Stylistic Features
- Experimental Setup
- Results and Analysis
- Conclusions
- References
- Opinion Classification Techniques Applied to a Spanish Corpus
- Introduction
- Opinion Mining in other Languages
- Muchocine Corpus
- Classification Methods
- SVM
- Naïve Bayes
- BBR
- KNN
- C4.5
- Experiment Results
- Conclusion and Further Work
- References
- Prosody Analysis of Thai Emotion Utterances
- Introduction
- Emotional Speech Classification and Prosodic Parameters
- Related Works
- In Thai Language
- Other Languages
- Experiment and Results
- Comparison with other Languages
- F0 Analysis
- Intensity Analysis
- Duration Analysis
- Conclusion and Discussion
- References
- Repurposing Social Tagging Data for Extraction of Domain-Level Concepts
- Introduction
- Related Work
- Identifying Domain-Level Constructs
- Phase 1: Data Cleansing
- An Application
- Conclusions
- References
- Ontology-Guided Approach to Feature-Based Opinion Mining
- Introduction
- Related Work
- Ontology Based Opinion Mining
- NLP Module
- Ontology-Based Feature Identification Module
- Polarity Identification Module
- Opinion Mining Module
- Use Case Scenario. Movie Reviews
- Discussion and Conclusion
- References
- A Natural Language Interface for Data Warehouse Question Answering
- Introduction
- Related Work
- Architecture
- Question Translation
- Thesaurus
- Minimal Thesaurus
- Learning Approach
- Query Reformulation
- Evaluation
- Conclusion and Future Work
- References
- Graph-Based Bilingual Sentence Alignment from Large Scale Web Pages
- Introduction
- Related Work
- Extracting Bilingual Aligned Sentences from Web Pages
- Feature Extraction
- Graph-Based Sentence Alignment
- Experiments
- Data Collection and Training Details
- Sentence Alignment Using Different Features
- Performance Comparison under Different Methods
- Evaluation on the Large Scale Web Page Collection
- Conclusion
- References
- Posters
- On Specifying Requirements Using a Semantically Controlled Representation
- Introduction
- NL to SBVR Approach
- Processing NL Text
- Generating SBVR Rule
- A Case Study
- Conclusion
- References
- An Unsupervised Method to Improve Spanish Stemmer
- Introduction
- Grouping MFs Using Extended Edit Distance
- Experiments
- Conclusions and Future Works
- References
- Using Semantic Classes as Document Keywords
- Introduction
- Using Semantic Classes as Keyphrases: Evaluation
- Results
- Conclusions
- References
- Automatic Term Identification by User Profile for Document Categorisation in Medline
- Introduction
- Document Categorisation by User Profile
- Evaluation
- Conclusions
- References
- AZOM: A Persian Structured Text Summarizer
- Introduction
- Proposed Summarization Approach
- Preprocessing
- Interpretation
- Statistical Weighting
- Summary Generation
- Evaluation
- References
- POS Tagging in Amazighe Using Support Vector Machines and Conditional Random Fields
- Introduction
- Related Work on POS Tagging
- Amazighe Language
- Experiments and Error Analysis
- Conclusions and Further Work
- References
- Towards Ontology-Driven End-User Composition of Personalized Mobile Services
- Introduction
- The City-Guide Scenario and the Ontology
- Methodology and Tools
- Conclusion and Future Work
- References
- Style Analysis of Academic Writing
- Motivation
- Related Work
- Features for Style Analysis of Academic Writing
- Implementation and Reports
- Evaluation
- Conclusion
- References
- Towards the Detection of Cross-Language Source Code Reuse
- Introduction
- Model
- Experiments
- Conclusions and Future Work
- References
- Effectively Mining Wikipedia for Clustering Multilingual Documents
- Introduction
- Related Work
- Proposed Approach
- Experimental Evaluation and Discussion
- Conclusion and Future Work
- References
- A Comparative Study of Classifier Combination Methods Applied to NLP Tasks
- Introduction
- Combination and NLP
- Comparative Study
- References
- TOES: A Taxonomy-Based Opinion Extraction System
- Introduction
- Our Approach
- Feature Taxonomy
- Domain-Specific Resources
- System Architecture
- Experimentation
- References
- Combining Textual Content and Hyperlinks in Web Spam Detection
- Introduction
- Combining Links and Contents
- Evaluation
- Conclusions and Future Work
- References
- Map-Based Filters for Fuzzy Entities in Geographical Information Retrieval
- Introduction
- Description of the System
- Experiments and Evaluation
- Related Work
- Conclusions and Future Work
- References
- DDIExtractor: A Web-Based Java Tool for Extracting Drug-Drug Interactions from Biomedical Texts
- Background
- DDIExtractor: A Web Tool to Detect Drugs and DDI
- Search Engine
- Extractor
- On-Going and Future Work
- References
- Geo-Textual Relevance Ranking to Improve a Text-Based Retrieval for Geographic Queries
- Introduction
- GIR System Overview
- Experiments and Results
- Conclusions and Further Work
- References
- BioOntoVerb Framework: Integrating Top Level Ontologies and Semantic Roles to Populate Biomedical Ontologies
- Introduction
- BioOntoVerb Framework
- Evaluation
- References
- Treo: Best-Effort Natural Language Queries over Linked Data
- Introduction
- Description of the Approach
- Query Example
- References
- Evaluating EmotiBlog Robustness for Sentiment Analysis Tasks
- Introduction
- Related Work
- Training Corpora
- Machine Learning Experiments and Discussion
- References
- Syntax-Motivated Context Windows of Morpho-Lexical Features for Recognizing Time and Event Expressions in Natural Language
- Introduction
- Related Work
- Proposal: Analyzing Morpho-Lexical Features
- Evaluation: TempEval-2 Test
- Conclusions and Future Work
- References
- Tourist Face: A Contents System Based on Concepts of Freebase for Access to the Cultural-Tourist Information
- Introduction
- System Architecture and Information Extraction from Freebase
- Tourist and Cultural Information Processing and User Interface
- Conclusion
- References
- Person Name Discrimination in the Dossier-GPLSI at the University of Alicante
- Introduction
- Dossier-GPLSI Architecture
- NE Discrimination Approaches in Dossier-GPLSI
- Result Analysis
- Conclusions and Future Work
- References
- MarUja: Virtual Assistant Prototype for the Computing Service Catalogue of the University of Jaén
- Introduction
- ProjectReasons
- Components
- Architecture
- Conclusion
- References
- Doctoral Symposium
- Processing Amazighe Language
- Introduction
- Motivation
- Corpus
- POS Tagging Amazighe
- Current Research and Future Work
- References
- How to Extract Arabic Definitions from the Web? Arabic Definition Question Answering System
- Introduction
- Motivations
- Related Works
- Current Work
- Approach Proposed
- The DefArabicQA System
- Experiment
- Future Work
- Conclusion
- References
- Answer Validation through Textual Entailment
- Introduction
- Related Work
- Answer Validation System
- Answer Pattern Generation Module
- Hypothesis Generation Module
- NER Module
- Lexical Textual Entailment (TE) Module
- Syntactic Textual Entailment (TE) Module
- Chunk Module
- Question Answer Type Analysis Module
- Answer Validation - Voting Technique
- Experiment Results
- Discussion
- References
- Analyzing Text Data for Opinion Mining
- Introduction
- Related Work
- Entity-Related Opinion Detection
- Sentiment Analysis
- Proposed Research Work
- Conclusion
- References
- On the Improvement of Passage Retrieval in Arabic Question/Answering (Q/A) Systems
- Introduction
- State of the Art
- Objective and Method
- Conclusions
- References
- Author Index
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