Natural language understanding (2nd ed.)
Natural language understanding (2nd ed.)
WordNet: a lexical database for English
Communications of the ACM
Learning human-like knowledge by singular value decomposition: a progress report
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
Contextual correlates of synonymy
Communications of the ACM
Text Information Retrieval Systems
Text Information Retrieval Systems
Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition
Determining Semantic Similarity among Entity Classes from Different Ontologies
IEEE Transactions on Knowledge and Data Engineering
Image Retrieval Using Multiple Evidence Ranking
IEEE Transactions on Knowledge and Data Engineering
Combining Information Extraction with Genetic Algorithms for Text Mining
IEEE Intelligent Systems
Literature Extraction of Protein Functions Using Sentence Pattern Mining
IEEE Transactions on Knowledge and Data Engineering
LexRank: graph-based lexical centrality as salience in text summarization
Journal of Artificial Intelligence Research
Using information content to evaluate semantic similarity in a taxonomy
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 1
Semantic similarity between sentences through approximate tree matching
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part II
Semantic text similarity using corpus-based word similarity and string similarity
ACM Transactions on Knowledge Discovery from Data (TKDD)
The Evaluation of Sentence Similarity Measures
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
OTM '08 Proceedings of the OTM 2008 Confederated International Conferences, CoopIS, DOA, GADA, IS, and ODBASE 2008. Part II on On the Move to Meaningful Internet Systems
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Multimodal Sentence Similarity in Human-Computer Interaction Systems
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Expert Systems with Applications: An International Journal
Indentify malay sentence similarity based on pola grammar algorithm
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
Similarity-driven software reuse
CVSM '09 Proceedings of the 2009 ICSE Workshop on Comparison and Versioning of Software Models
A semantic similarity metric combining features and intrinsic information content
Data & Knowledge Engineering
Answering learners' questions by retrieving question paraphrases from social Q&A sites
EANL '08 Proceedings of the Third Workshop on Innovative Use of NLP for Building Educational Applications
Efficient linear text segmentation based on information retrieval techniques
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
Geometric algebra rotors for sub-symbolic coding of natural language sentences
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Semantic similarity measures for Malay sentences
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
A comparative study of two short text semantic similarity measures
KES-AMSTA'08 Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications
Sentence similarity measurement based on shallow parsing
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Benchmarking short text semantic similarity
International Journal of Intelligent Information and Database Systems
A short text modeling method combining semantic and statistical information
Information Sciences: an International Journal
Text relatedness based on a word thesaurus
Journal of Artificial Intelligence Research
A machine learning approach to speech act classification using function words
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
German encyclopedia alignment based on information retrieval techniques
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
A semantic oriented approach to textual entailment using wordnet-based measures
MICAI'10 Proceedings of the 9th Mexican international conference on Advances in artificial intelligence: Part I
Short communication: A novel sentence similarity measure for semantic-based expert systems
Expert Systems with Applications: An International Journal
Word sense disambiguation-based sentence similarity
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Using sentence semantic similarity based on WordNet in recognizing textual entailment
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
SyMSS: A syntax-based measure for short-text semantic similarity
Data & Knowledge Engineering
Goal orientated conversational agents: applications to benefit society
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Using a slim function word classifier to recognise instruction dialogue acts
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Using properties to compare both words and clauses
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Semantic similarity measures for the development of Thai dialog system
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Redundancy and collaboration in wikibooks
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part I
Using semantic distance to automatically suggest transfer course equivalencies
IUNLPBEA '11 Proceedings of the 6th Workshop on Innovative Use of NLP for Building Educational Applications
ACM Transactions on Speech and Language Processing (TSLP)
Fine-grained topic detection in news search results
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Recognising sentence similarity using similitude and dissimilarity features
International Journal of Advanced Intelligence Paradigms
KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications
A multi-classifier approach to dialogue act classification using function words
Transactions on Computational Collective Intelligence VII
Text similarity using google tri-grams
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Towards efficient similar sentences extraction
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Domain-specific semantic relatedness from Wikipedia: can a course be transferred?
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop
Measuring semantic relatedness using multilingual representations
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
SemEval-2012 task 6: a pilot on semantic textual similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
PolyUCOMP: combining semantic vectors with skip bigrams for semantic textual similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
A rule-based human interpretation system for semantic textual similarity task
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Semantic textual similarity using maximal weighted bipartite graph matching
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
A simple unsupervised latent semantics based approach for sentence similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Online plagiarism detection through exploiting lexical, syntactic, and semantic information
ACL '12 Proceedings of the ACL 2012 System Demonstrations
Modeling sentences in the latent space
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Snap-and-ask: answering multimodal question by naming visual instance
Proceedings of the 20th ACM international conference on Multimedia
Automatic multi-document summarization based on new sentence similarity measures
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Extended information inference model for unsupervised categorization of web short texts
Journal of Information Science
Test collection recycling for semantic text similarity
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Probabilistic semantic similarity measurements for noisy short texts using Wikipedia entities
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
A new benchmark dataset with production methodology for short text semantic similarity algorithms
ACM Transactions on Speech and Language Processing (TSLP)
An ontology-based approach for inventive problem solving
Engineering Applications of Artificial Intelligence
An adaptation algorithm for an intelligent natural language tutoring system
Computers & Education
Natural language scripting within conversational agent design
Applied Intelligence
An approach to conversational agent design using semantic sentence similarity
Applied Intelligence
Facilitating the resolution of inventive problems using semantic relatedness and ontology reasoning
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 1 of 2
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Sentence similarity measures play an increasingly important role in text-related research and applications in areas such as text mining, Web page retrieval, and dialogue systems. Existing methods for computing sentence similarity have been adopted from approaches used for long text documents. These methods process sentences in a very high-dimensional space and are consequently inefficient, require human input, and are not adaptable to some application domains. This paper focuses directly on computing the similarity between very short texts of sentence length. It presents an algorithm that takes account of semantic information and word order information implied in the sentences. The semantic similarity of two sentences is calculated using information from a structured lexical database and from corpus statistics. The use of a lexical database enables our method to model human common sense knowledge and the incorporation of corpus statistics allows our method to be adaptable to different domains. The proposed method can be used in a variety of applications that involve text knowledge representation and discovery. Experiments on two sets of selected sentence pairs demonstrate that the proposed method provides a similarity measure that shows a significant correlation to human intuition.