Natural Language Processing and Cognitive Science

Bernadette Sharp, Rodolfo Delmonte, Bernadette Sharp, Rodolfo Delmonte

• Publisher: De Gruyter
• Year: 2015
• ISBN:
  9781501501319
• Edition: 1
• Topic: Technik & Maschinenbau
• Subtopic: Elektrotechnik & Telekommunikation

Peer reviewed articles from the Natural Language Processing and Cognitive Science (NLPCS) 2014 meeting in October 2014 workshop. The meeting fosters interactions among researchers and practitioners in NLP by taking a Cognitive Science perspective. Articles cover topics such as artificial intelligence, computational linguistics, psycholinguistics, cognitive psychology and language learning.

Table of Contents

dp n="8" folio="viii" ? dp n="9" folio="ix" ?

De Gruyter Proceedings
Title Page
Copyright Page
Preface
Workshop Chairs
Benchmarking Automated Text Correction Services

1 Introduction
2 Prior Work on Essay Analysis
3 Method

3.1 Materials
3.2 Procedure
3.3 Analysis

4 Results
5 Discussion

5.1 Relation to Traditional Teacher Feedback
5.2 Proposal: Service in Support of Development

Acknowledgements
Bibliography

Enhancing Word Sense Disambiguation Using A Hybrid Knowledge-Based Technique

1 Introduction
2 WordNet
3 The Original Lesk’s Algorithm
4 Related work
5 Semantic Relatedness and Similarity
6 Jiang & Conrath’s Similarity Measure
7 Method
8 Results and Discussion
9 Conclusion
Bibliography

Disambiguating Distributional Neighbors Using a Lexical Substitution Dataset

1 Introduction
2 The Task
3 The Data

3.1 The SemDis 2014 Substitution Dataset
3.2 The Distributional Thesaurus

4 Method
5 Experiment

5.1 Gold Standard for Neighbor Disambiguation
5.2 Rule-Based Decision System

6 Results

6.1 Qualitative Analysis of the Results
6.2 Comparison with a First-Order Method

7 Conclusion
Bibliography

An Evolutionary Game Theoretic Approach to Word Sense Disambiguation

1 Introduction
2 Graph-Based Semi-Supervised Learning

2.1 Graph Transduction Model
2.2 Normal Form Games

3 WSD Games

3.1 Graph Construction
3.2 Strategy Space
3.3 System Dynamics

4 Experimental Results

4.1 Conclusion

Bibliography

The Main Challenge of Semi-Automatic Term Extraction Methods

1 Introduction
2 Related Work
3 Evaluation of Traditional Term Extraction Methods

3.1 Term Extraction Methods
3.2 Results and Discussion

4 Conclusions an...