Semantic Textual Similarity 2014


See also:

Cycorp 2012 | Discourse Representation Structures & Natural Language Processing 2014DKPro (Darmstadt Knowledge Processing)FrameNetParaphrase Database | Semantic Textual Similarity 2015Stanford Classifier


SemEval-2014 Task 10: Multilingual semantic textual similarity E Agirre, C Banea, C Cardie, D Cer, M Diab… – … Evaluation (SemEval …, 2014 – aclweb.org Abstract In Semantic Textual Similarity, systems rate the degree of semantic equivalence between two text snippets. This year, the participants were challenged with new data sets for English, as well as the introduction of Spanish, as a new language in which to assess … Cited by 26 Related articles All 9 versions

Semeval-2014 task 1: Evaluation of compositional distributional semantic models on full sentences through semantic relatedness and textual entailment M Marelli, L Bentivogli, M Baroni, R Bernardi… – SemEval- …, 2014 – anthology.aclweb.org … 2012. Semeval-2012 task 6: A pi- lot on semantic textual similarity. In Proceedings of the Sixth International Workshop on Semantic Eval- uation (SemEval 2012), volume 2. Ana O. Alves, Adirana Ferrugento, Mariana Lorenço, and Filipe Rodrigues. 2014. … Cited by 35 Related articles All 10 versions

Probabilistic soft logic for semantic textual similarity I Beltagy, K Erk, R Mooney – Proceedings of Association for …, 2014 – cs.utexas.edu … 2.5 Semantic Textual Similarity Semantic Textual Similarity (STS) is the task of judging the similarity of a pair of sentences on a scale from 0 to 5, and was recently introduced as a SemEval task (Agirre et al., 2012). Gold standard … Cited by 22 Related articles All 9 versions

SemEval-2014 Task 3: Cross-level semantic similarity D Jurgens, MT Pilehvar, R Navigli – SemEval 2014, 2014 – anthology.aclweb.org … 2012. SemEval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of the 6th International Workshop on Semantic Evaluation (SemEval-2012), pages 385–393, Montréal, Canada. Eneko Agirre, Daniel Cer, Mona Diab, Aitor Gonzalez- Agirre, and Weiwei Guo. … Cited by 19 Related articles All 11 versions

From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions P Young, A Lai, M Hodosh… – Transactions of the …, 2014 – tacl2013.cs.columbia.edu … and 7): an approximate entailment recogni- tion task for our domain, where the goal is to decide whether the hypothesis (a brief image caption) refers to the same image as the premises (four longer cap- tions), and the recently introduced Semantic Textual Similarity task (Agirre … Cited by 43 Related articles All 13 versions

Meerkat mafia: Multilingual and cross-level semantic textual similarity systems A Kashyap, L Han, R Yus, J Sleeman… – Proceedings of the …, 2014 – anthology.aclweb.org … A key component in all the systems was an enhanced version of the word similarity system used in our entry (Han et al., 2013b) in the 2013 SemEval Semantic Textual Similarity task. … 2014. SemEval-2014 Task 10: Multilingual semantic textual similarity. … Cited by 8 Related articles All 15 versions

UNAL-NLP: Combining soft cardinality features for semantic textual similarity, relatedness and entailment S Jimenez, G Duenas, J Baquero, A Gelbukh… – SemEval …, 2014 – anthology.aclweb.org Abstract This paper describes our participation in the SemEval-2014 tasks 1, 3 and 10. We used an uniform approach for addressing all the tasks using the soft cardinality for extracting features from text pairs, and machine learning for predicting the gold standards. Our … Cited by 8 Related articles All 9 versions

DLS @CU: Sentence Similarity from Word Alignment MA Sultan, S Bethard, T Sumner – SemEval 2014, 2014 – aclweb.org … 2012. SemEval-2012 task 6: A pilot on semantic textual similarity. … 2014. SemEval-2014 Task 10: Multilin- gual semantic textual similarity. In Proceedings of the 8th International Workshop on Semantic Evalu- ation, SemEval’14, Dublin, Ireland. … Cited by 8 Related articles All 8 versions

Ecnu: One stone two birds: Ensemble of heterogenous measures for semantic relatedness and textual entailment J Zhao, TT Zhu, M Lan – SemEval 2014, 2014 – aclweb.org … To provide a benchmark so as to compare dif- ferent CDSMs, the sentences involving composi- tional knowledge task in SemEval 2014 (Marelli … contradiction: A contradicts B;(3) neutral: the truth of B cannot be inferred on the basis of A. Semantic textual similarity (STS)(Lintean … Cited by 9 Related articles All 8 versions

Semantic parsing using distributional semantics and probabilistic logic I Beltagy, K Erk, R Mooney – ACL 2014, 2014 – acl2014.org … References Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). Marco Baroni and Roberto Zamparelli. 2010. … Cited by 7 Related articles All 11 versions

RTM-DCU: Referential translation machines for semantic similarity E Biçici, A Way – 2014 – doras.dcu.ie … that performs well in three seman- tic similarity tasks at SemEval-2014, Semantic Evaluation Exercises – International Workshop on Semantic Evaluation (Nakov and Zesch, 2014). RTMs provide a language independent solution for the semantic textual similarity (STS) task (Task … Cited by 5 Related articles All 13 versions

Referential translation machines for predicting translation quality E Biçici, A Way – 2014 – doras.dcu.ie … 2014. SemEval-2014 Task 10: Multilingual semantic textual similarity. In Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval-2014), Dublin, Ireland, August. Daniel Bär, Chris Biemann, Iryna Gurevych, and Torsten Zesch. 2012. … Cited by 10 Related articles All 13 versions

NTNU: Measuring Semantic Similarity with Sublexical Feature Representations and Soft Cardinality A Lynum, P Pakray, B Gambäck, S Jimenez – SemEval 2014, 2014 – aclweb.org … edu. co Norwegian University of Science and Technology Universidad Nacional de Colombia Trondheim, Norway Bogotá, Colombia Abstract The paper describes the approaches taken by the NTNU team to the SemEval 2014 Semantic Textual Similarity shared task. … Cited by 3 Related articles All 9 versions

Back up your stance: Recognizing arguments in online discussions F Boltuzic, J Šnajder – Proceedings of the First Workshop on …, 2014 – acl2014.org … be used for stance classification. 56 Page 69. References Eneko Agirre, Mona Diab, Daniel Cer, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pi- lot on semantic textual similarity. In Proceedings of the First Joint … Cited by 12 Related articles All 11 versions

SemantiKLUE: Robust Semantic Similarity at Multiple Levels Using Maximum Weight Matching T Proisl, S Evert, P Greiner, B Kabashi – SemEval 2014, 2014 – anthology.aclweb.org … 2012. SemEval-2012 task 6: A pilot on semantic textual similarity. In First Joint Conference on Lexical and Computational Se- mantics, pages 385–393. ACL. … 2014. SemEval-2014 task 10: Multilingual semantic textual similarity. … Cited by 2 Related articles All 10 versions

BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity D Vilarino, D Pinto, S León, M Tovar… – SemEval 2014, 2014 – anthology.aclweb.org Abstract In this paper we present the evaluation of different features for multiligual and crosslevel semantic textual similarity. Three different types of features were used: lexical, knowledge-based and corpus-based. The results obtained at the Semeval competition … Cited by 1 Related articles All 8 versions

Uow: Multi-task learning gaussian process for semantic textual similarity M Rios, L Specia – SemEval 2014, 2014 – aclweb.org Abstract We report results obtained by the UoW method in SemEval-2014’s Task 10– Multilingual Semantic Textual Similarity. We propose to model Semantic Textual Similarity in the context of Multi-task Learning in order to deal with inherent challenges of the task such … Cited by 3 Related articles All 8 versions

UTexas: Natural language semantics using distributional semantics and probabilistic logic I Beltagy, S Roller, G Boleda, K Erk, RJ Mooney – SemEval 2014, 2014 – aclweb.org … References Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). Marco Baroni and Alessandro Lenci. 2011. … Cited by 3 Related articles All 10 versions

SAIL: Sentiment Analysis using Semantic Similarity and Contrast N Malandrakis, M Falcone, C Vaz, J Bisogni… – SemEval 2014, 2014 – aclweb.org … 515 Page 536. References Eneko Agirre, Mona Diab, Daniel Cer, and Aitor Gonzalez-Agirre. 2012. SemEval-2012 Task 6: A pilot on semantic textual similarity. In proc. Se- mEval, pages 385–393. Margaret Bradley and Peter Lang. 1999. … Cited by 3 Related articles All 13 versions

Semantic Textual Similarity of Portuguese-Language Texts: An Approach Based on the Semantic Inferentialism Model V Pinheiro, V Furtado, A Albuquerque – Computational Processing of the …, 2014 – Springer … The second best system in the Shared Task STS at SemEval 2013 [1] – Galactus system [11] – follows the aforementioned third approach. … In this paper, we present a Semantic Textual Similarity (STS) measure based on Semantic Inferentialism Model and InferenceNet.BR. … Cited by 1 Related articles All 3 versions

Construction of an aligned monolingual treebank for studying semantic similarity E Marsi, E Krahmer – Language resources and evaluation, 2014 – Springer Page 1. ORIGINAL PAPER Construction of an aligned monolingual treebank for studying semantic similarity Erwin Marsi • Emiel Krahmer Published online: 4 October 2013 © Springer Science+Business Media Dordrecht 2013 … Cited by 2 Related articles All 6 versions

Turku: Broad-coverage semantic parsing with rich features J Kanerva, J Luotolahti, F Ginter – … Evaluation (SemEval 2014 …, 2014 – anthology.aclweb.org … 6 Conclusion In this paper we presented our system used to participate in the SemEval-2014 Shared Task on broad … on Lexical and Computational Semantics (* SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity, pages 241 … Cited by 4 Related articles All 8 versions

SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity R Mihalcea, J Wiebe – SemEval 2014, 2014 – aclweb.org … SemEval-2012 Task 6: A pilot on semantic textual similarity. In Proceedings of the 6th International Workshop on Semantic Eval- uation (SemEval 2012), in conjunction with the First Joint Conference on Lexical and Computational Se- mantics (* SEM 2012), Montreal, Canada. … Cited by 3 Related articles All 8 versions

Exploring esa to improve word relatedness N Aggarwal, K Asooja, P Buitelaar – Lexical and Computational …, 2014 – aclweb.org … 647, Stroudsburg, PA, USA. Association for Computational Linguistics. Eneko Agirre, Mona Diab, Daniel Cer, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of the … Cited by 3 Related articles All 6 versions

LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient D Buscaldi, JJG Flores, J Le Roux, N Tomeh… – SemEval …, 2014 – hal.archives-ouvertes.fr … This paper describes the system used by the LIPN team in the task 10, Multilin- gual Semantic Textual Similarity, at Sem- Eval 2014, in both the … After our participation at SemEval 2013 with LIPN-CORE (Buscaldi et al., 2013) we found that geography has an important role in … Cited by 1 Related articles All 44 versions

ECNU: Leveraging on Ensemble of Heterogeneous Features and Information Enrichment for Cross Level Semantic Similarity Estimation TT Zhu, M Lan – SemEval 2014, 2014 – anthology.aclweb.org … The Cross Level Semantic Similarity (CLSS) task in SemEval 2014 provides a universal platform to measure the degree of se- mantic … Some of these features are borrowed from our pre- vious system in the Semantic Textual Similarity (STS) task in? SEM Shared Task 2013 (Zhu … Cited by 1 Related articles All 8 versions

A sentence similarity method based on chunking and information content D ?tef?nescu, R Banjade, V Rus – Computational Linguistics and …, 2014 – Springer … In: Song, I.-Y., Eder, J., Nguyen, TM (eds.) DaWaK 2008. LNCS, vol. 5182, pp. 305–316. Springer, Heidelberg (2008) 2. Agirre, E., Diab, M., Cer, D., Gonzalez-Agirre, A.: Semeval 2012 task 6: A pilot on semantic textual similarity. … Cited by 2 Related articles All 2 versions

On paraphrase identification corpora V Rus, R Banjade, M Lintean – Proceeding on the International …, 2014 – lrec-conf.org … SEM 2013 shared task: Semantic Textual Similarity The Second Joint … Dzikovska, MO, Nielsen, R., Brew, C., Leacock, C., Giampiccolo, D., Bentivogli, L., Clark, P., Dagan, I. and Dang, HT (2013) “SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing … Cited by 4 Related articles

An analysis of textual inference in German customer emails K Eichler, A Gabryszak… – … Semantics (* SEM 2014), 2014 – anthology.aclweb.org … 2012. SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity. In* SEM 2012: The First Joint Conference on Lexical and Computational Semantics (SemEval 2012), pages 385–393, Montréal, Canada, 7-8 June. Association for Computational Linguistics. Roy Bar-Haim. … Cited by 2 Related articles All 7 versions

Exploiting Multiple Resources for Word-Phrase Semantic Similarity Evaluation X Jin, C Sun, L Lin, X Wang – … and Natural Language Processing Based on …, 2014 – Springer … Although the approach performs better than the best result in the Evaluating Phrasal Semantics task at SemEval-2013 in three main metrics … Bar, D., Biemann, C., Gurevych, I., Zesch, T.: Ukp: Computing semantic textual similarity by combining multiple content similarity measures … Cited by 1 Related articles All 3 versions

Design and realization of a modular architecture for textual entailment S Padó, TG Noh, A Stern, R Wang… – Journal of Natural …, 2014 – coli.uni-saarland.de … 1. EXCITEMENT Architecture Overview for Content Synchronization have been carried out at SemEval in 20124 (Negri et al., 2012) and 20135. 5. Integration in Applications. … 4 http://www.cs.york.ac.uk/semeval-2012/task8/ 5 http://www.cs.york.ac.uk/semeval-2013/task8/ … Cited by 9 Related articles All 4 versions

Is this a paraphrase? what kind? paraphrase boundaries and typology M Vila, MA Martí, H Rodríguez – Open Journal of Modern Linguistics, 2014 – file.scirp.org … latter approach is currently a very active research area. Semantic similarity has also been addressed in the Semantic Textual Similarity task in Semeval 2012, where paraphrases are ranked according to their similarity level 10 . … Cited by 4 Related articles All 5 versions

Knowledge-based graph document modeling M Schuhmacher, SP Ponzetto – … of the 7th ACM international conference …, 2014 – dl.acm.org Page 1. Knowledge-based Graph Document Modeling Michael Schuhmacher Data and Web Science Research Group University of Mannheim, Germany michael@ informatik.uni-mannheim.de Simone Paolo Ponzetto Data and … Cited by 9 Related articles All 3 versions

UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity A Chávez, H Dávila, Y Gutiérrez, A Fernández-Orquín… – SemEval 2014, 2014 – aclweb.org Abstract In this paper we describe the specifications and results of UMCC_DLSI system, which was involved in Semeval-2014 addressing two subtasks of Semantic Textual Similarity (STS, Task 10, for English and Spanish), and one subtask of Cross-Level … Cited by 4 Related articles All 9 versions

Sentence Similarity by Combining Explicit Semantic Analysis and Overlapping N-Grams HH Vu, J Villaneau, F Saïd, PF Marteau – Text, Speech and Dialogue, 2014 – Springer … More recently, different approaches were tested in the Semantic Textual Similarity task [2] of SEMEVAL 2013, including mixed approaches [5] or UNL (Universal Networking Language) [6]. Measuring similarity requires to define which type of similarity is involved in the … Cited by 1 Related articles All 6 versions

NTNU: Measuring semantic similarity with sublexical feature representations and soft cardinality ALPPB Gambäck, S Jimenez – researchgate.net … Norwegian University of Science and Technology Universidad Nacional de Colombia Trondheim, Norway Bogotá, Colombia Abstract The paper describes the approaches taken by the NTNU team to the SemEval 2014 Semantic Textual Similarity shared task. … Related articles

IR2: Using External Indexes to Expand Document Representations for Ad-hoc Retrieval D Buscaldi – Sixième Atelier Recherche d’Information SEmantique … – motive.cemagref.fr … Publishers Inc.(2007) 1606–1611 3. Bär, D., Biemann, C., Gurevych, I., Zesch, T.: Ukp: Computing semantic textual similarity by combining multiple content similarity measures. In: Proceedings of the 6th International Workshop on Semantic Evaluation (SemEval 2012), Montreal …

UKP-WSI: UKP Lab Semeval-2013 Task 11 System Description I Gurevych – … ?????????? ?? ??????????? ???????? ???????? ? …, 2014 – irbis-nbuv.gov.ua … 2012. UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures. … 16. Roberto Navigli and Daniele Vanella. 2013. SemEval-2013 Task 11: Evaluating Word Sense Induction & Disambiguation within An End-User Application. …

SSMT: A Machine Translation Evaluation View to Paragraph-to-Sentence Semantic Similarity P Huang, B Chang – SemEval 2014, 2014 – aclweb.org … Daniel Bär, Chris Biemann, Iryna Gurevych, et al. Ukp: Computing semantic textual similarity by combining multiple content similarity measures. … David Jurgens, Mohammad Taher Pilehvar, and Roberto Navigli. SemEval-2014 Task 3: Cross- Level Semantic Similarity. … Cited by 1 All 8 versions

Exploratory study of relationships among statement credibility, context, and semantic similarity E Rejmund, W Jaworski, A Wierzbicki – … of the 2014 IEEE/WIC/ACM …, 2014 – dl.acm.org … II. SEMANTIC TEXTUAL SIMILARITY SemEval Semantic Textual Similarity (STS) task measures the degree of semantic equivalence [1]. The goal of the task was to create an unified framework that allows for an evaluation of multiple semantic components. … Related articles All 5 versions

UMBC ebiquity AL Kashyap, L Han, R Yus, J Sleeman… – 2014 – ebiquity.umbc.edu … Abstract: We describe UMBC’s systems developed for the SemEval 2014 tasks on Multilingual Semantic Textual Similarity (Task 10) and Cross-Level Semantic Similarity (Task 3). Our best submission in the Multilingual task ranked second in both English and Spanish subtasks … All 2 versions

UMCC DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity PA Sánchez-Mirabal, YR Torres, SH Alvarado… – SemEval 2014, 2014 – aclweb.org … textual similarity. In* SEM 2012: The First Joint Conference on Lexical and Computational Semantics–Volume 1: Proceedings of the main conference and the shared task, and Vol- ume 2: Proceedings of the Sixth International Work- shop on Semantic Evaluation (SemEval 2012 … All 11 versions

SemEval-2014 Task 2: Grammar Induction for Spoken Dialogue Systems I Klasinas, E Iosif, K Louka, A Potamianos – SemEval 2014, 2014 – anthology.aclweb.org … References Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. SemEval-2012 Task 6: A pilot on semantic textual similarity. In Proceedings 15 Page 36. of the First Joint Conference on Lexical and Compu- tational Semantics, pages 385–393. … Related articles All 9 versions

Implementation of a Novel Approach to Make NLP Predictive and Non-Ambigious in Punjabi Language P Kaur, V Pushe – 2014 – ijcsma.com … [14]. Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). [15]. Marco Baroni and Roberto Zamparelli. 2010. … Related articles

A Review of NLP Based Upon Semantic Analysis P Kaur, V Pushe, R Kaur – 2014 – ijcsmc.com … REFERENCES [1]. Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). [2]. Marco Baroni and Roberto Zamparelli. 2010. … Related articles All 2 versions

Estimating Lexical Resources Impact in Text-to-Text Inference Tasks S Magnolini, B Magnini – clic.humnet.unipi.it … References Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. SemEval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of the International Workshop on Semantic Evalua- tion, pages 385–393, Montréal, Canada. … Related articles

Implementation of Reduction of Ambiguity due to Synonyms in Punjabi Language N Kaur, V Pushe – 2014 – ijcsma.com … REFERENCES [1]. Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). [2]. Marco Baroni and Roberto Zamparelli. 2010. … Related articles All 2 versions

SIMTEX: An Approach for Detecting and Measuring Textual Similarity based on Discourse and Semantics I da Cunha, J Vivaldi, JM Torres-Moreno… – Computación y …, 2014 – scielo.org.mx … Since some years ago, there has conducted an international competition on semantic textual similarity (see, for example, the last one: “SEM 2013 shared task: Semantic Textual Similarity” [1]). Most of the systems that have been developed for detecting and measur ing semantic … Related articles All 12 versions

Word net based Method for Determining Semantic Sentence Similarity through various Word Senses MA Tayal, MM Raghuwanshi, L Malik – ltrc.iiit.ac.in … 19-27. Eneko Agirre, Daniel Cer, Mona Diab and Gonzalez- Agirre Aitore, 2012. SemEval-2012 task6: A pilot on Semantic textual Similarity. In Proc. 6th International Workshop on Semantic Evaluation (SemEval2012), First joint … Related articles

A novel approach to make NLP predictive and non-ambigious in Punjabi Language P Kaur, EV Pushe – ijecs.in … VI. REFERENCES [1]. Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). [2]. Marco Baroni and Roberto Zamparelli. 2010. … Related articles All 2 versions

Exploring the Partial Textual Entailment Problem for Bengali News Texts A Das, DR Pal – researchgate.net … Recognizing entailment in intelligent tutoring systems. Natural Language Engineering, 15(4):479–501 (2009) 8. Eneko Agirre, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre: SemEval-2012 Task 6: A pilot on semantic textual similarity. … Related articles All 4 versions

Monitoring Semantic Similarity Scores A Sow, JR Bourguet – jrontheline.free.fr Page 1. Monitoring Semantic Similarity Scores Adama Sow1 and Jean-Rémi Bourguet2 1 Département Génie Informatique et Télécommunications, Ecole Polytechnique de Thi`es Route Base aérienne Diakhao – BP 64551 … Related articles

tucSage: Grammar Rule Induction for Spoken Dialogue Systems via Probabilistic Candidate Selection A Chorianopoulou, G Athanasopoulou, E Iosif… – SemEval …, 2014 – anthology.aclweb.org … 183-203 Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre 2012. SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity. in Proceedings of the First Joint Conference on Lexical and Com- putational Semantics (* Sem), pp. 385-393 672 Related articles All 9 versions

Recognizing cross-lingual textual entailment with co-training using similarity and difference views J Zhao, M Lan, ZY Niu, D Ji – Neural Networks (IJCNN), 2014 …, 2014 – ieeexplore.ieee.org … Experiments on cross-lingual datasets provided by SemEval 2013 show that our method significantly outperforms the baseline systems and … These similarity measures re- cently are successfully applied in CLTE task and the evaluation of semantic textual similarity in the *SEM … Cited by 1 Related articles

Semantic Similarity Based Information Retrieval As Applied To Moocs KN Tenali – 2014 – scholarworks.sjsu.edu … To calculate the similarity score we use the system developed by TakeLab as a part of SemEval 2012. This system is developed in Python using WordNet and Support Vector Machines. … In this project we have used the system built by TakeLab during SemEval. … Related articles

Enabling Enterprise Semantic Search through Language Technologies: the ProgressIt Experience. R Basili, A Ciapetti, D Croce, V Marino, P Salvatore… – IIR, 2014 – ceur-ws.org … This work has been partially supported by the Regione Lazio under the project PROGRESS-IT (FILAS-CR-2011-1089). References 1. Agirre, E., Cer, D., Diab, M., Gonzalez-Agirre, A.: Semeval-2012 task 6: A pilot on semantic textual similarity. In: *SEM 2012. pp. 385–393. … Related articles

Reduction of ambiguity due to synonym and Homographs in Punjabi Language N Kaur, V Pushe – ijecs.in … 6) REFERENCES [1]. Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012. Semeval-2012 task 6: A pilot on semantic textual similarity. In Proceedings of Semantic Evaluation (SemEval-12). [2]. Marco Baroni and Roberto Zamparelli. 2010. … Related articles All 2 versions

A Structuralist Approach for Personal Knowledge Exploration Systems on Mobile Devices S Bordag, C Hänig, C Beutenmüller – Text Mining, 2014 – Springer … We make a conscious simplification by assuming that a document is related to exactly one topic. Additionally we evaluated our system using the data from the SemEval 2012 and 2013 tasks on Semantic Text Similarity [1, 2]. … Related articles All 3 versions

Statistical Relational Learning to Recognise Textual Entailment M Rios, L Specia, A Gelbukh, R Mitkov – Computational Linguistics and …, 2014 – Springer … on Lexical and Computational Semantics (*SEM), Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity, Atlanta, Georgia, USA … In: Proceedings of the Sixth International Workshop on Semantic Evaluation (SemEval 2012), Montréal, Canada, pp. … Related articles All 9 versions

Recognition of Partial Textual Entailment for Bengali Tweets D Rudrapal, B Bhattacharya – ?ocial-?ndia 2014, 2014 – amitavadas.com … 2012. SemEval-2012 Task 6: A pilot on semantic textual similarity. In Pro- ceedings of the 6th International Workshop on Semantic Evaluation, in conjunction with the 1st Joint Conference on Lexical and Computational Semantics, pages 385–393, Montreal, Canada. … Related articles All 2 versions

A German Corpus for Similarity Detection Tasks JM Torres-Moreno, G Sierra, P Peinl – ijcla.bahripublications.com … (1998) 296–304 Page 13. 9. Bär, D., Biemann, C., Gurevych, I., Zesch, T.: UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures. In: First Joint Conference on Lexical and Computational Semantics (SemEval’12). …

Lexical Substitution for the Medical Domain M Riedl, MR Glass, A Gliozzo – aclweb.org … On the metric of pairwise agreement, as defined in the SemEval lexical substitution task, we achieve 0.627. … Daniel Bär, Chris Biemann, Iryna Gurevych, and Torsten Zesch. 2012. UKP: Computing Semantic Textual Similarity by Combining Multiple Content Similarity Measures. … Related articles All 8 versions

ANFIS-Based Model for Improved Paraphrase Rating Prediction ESM El-Alfy – Neural Information Processing, 2014 – Springer … 5 Experimental Results 5.1 Dataset The dataset used in this paper is the one published as part of SemEval-2012 workshop under Task 6 for Semantic Textual Similarity (STS) [1]. This dataset is drawn from the Microsoft Research Paraphrase Corpus. … Related articles

Towards automatic identification of core concepts in educational resources MA Sultan, S Bethard, T Sumner – Digital Libraries (JCDL), …, 2014 – ieeexplore.ieee.org … 2.2 Semantic Textual Similarity Research on automatic computation of textual similarity dates back to the late 1960s with the introduction of the … One such approach that proved highly successful in the SemEval 2012 and *SEM 2013 STS tasks utilizes supervised machine learn … Cited by 1 Related articles All 3 versions

Semantically Based Search in a Social Speech Task F Garc?a, E Sanchis, F Pla – 2014 – 193.6.4.39 … Gonzalez-Agirre, “Semeval- 2012 task 6: A pilot on semantic textual similarity,” Proceedings of the 6th International Workshop on Semantic Evaluation (Se- mEval 2012), in conjunction with the First Joint Conference on Lexical and Computational Semantics (* SEM 2012), 2012. … Related articles All 8 versions

Fast tweet retrieval with compact binary codes W Guo, W Liu, M Diab – Proceedings of COLING, 2014 – aclweb.org Page 1. Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pages 486–496, Dublin, Ireland, August 23-29 2014. Fast Tweet Retrieval with Compact Binary Codes Weiwei Guo? Wei Liu† Mona Diab‡ … Cited by 2 Related articles All 5 versions

Exploiting discourse information to identify paraphrases NX Bach, N Le Minh, A Shimazu – Expert Systems with Applications, 2014 – Elsevier Previous work on paraphrase identification using sentence similarities has not exploited discourse structures, which have been shown as important information fo. Cited by 4 Related articles All 4 versions

Implementing Recommendations in the PATHS System P Clough, A Otegi, E Agirre, M Hall – Theory and Practice of Digital …, 2014 – Springer … Main Conference and the Shared Task: Semantic Textual Similarity, Atlanta, Georgia, 13–14 June 2013, pp. 132–137 (2013). Footnotes. 1 PATHS website: http://?www.?paths-project.?eu/?. 2 Europeana website: http://?www.?europeana.?eu/?portal/?. 3 Semeval 2013: http … Cited by 1 Related articles All 3 versions

Decomposing Semantic Inferences E Cabrio, B Magnini – LiLT (Linguistic Issues in Language …, 2014 – csli-lilt.stanford.edu … Resources containing such triplets have been built for training and testing the participating sys- tems, both for Spanish and for English languages12; ii) for the Semantic Textual Similarity task at Semeval 201213, where systems are asked to examine the degree of semantic … Cited by 3 Related articles All 5 versions

Focus Annotation in Reading Comprehension Data R Ziai, D Meurers – LAW VIII, 2014 – anthology.aclweb.org … Computational Semantics (* SEM), Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), pages … Semantics (* SEM), Vol- ume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity, pages 286 … Cited by 1 Related articles All 6 versions

Automatic scoring for answers to Arabic test questions WH Gomaa, AA Fahmy – Computer Speech & Language, 2014 – Elsevier … In addition to the systems described in SemEval-2013 task #7, an excellent and more detailed overview of related work can be … been performed on applying the idea of combining multiple similarity measures at the *SEM 2013 shared task on Semantic Textual Similarity (STS). … Cited by 4 Related articles All 4 versions

Re-ranking Documents in Personalized Information Retrieval through Textual Entailment S Mandal – 2014 – dspace.jdvu.ac.in Page 1. Re-ranking Documents in Personalized Information Retrieval through Textual Entailment Thesis submitted to the Faculty of Engineering & Technology, Jadavpur University In partial fulfillment of the requirements for the Degree Of … Related articles All 2 versions

Natural Language Semantics using Probabilistic Logic I Beltagy, RJ Mooney, K Erk – cs.utexas.edu … 2.4.2 Semantic Textual Similarity Semantic Textual Similarity (STS) is the task of judging the similarity of a pair of sentences on a scale from 0 to 5, and was recently introduced as a SemEval task (Agirre et al., 2012). Gold standard … Related articles All 2 versions

Text Relatedness using Word and Phrase Relatedness MRH Rakib – 2014 – dalspace.library.dal.ca … They tune their model using the training dataset and evaluate the model on the test dataset. Most methods in SemEval-2012 [1] and SemEval-2013 [2] shared task on semantic textual similarity (STS) are hybrid where different tools and resources have been used. … Related articles

Paraphrase Detection for Short Answer Scoring N Koleva, A Horbach, A Palmer, S Ostermann… – … Proceedings Series Vol …, 2014 – aclweb.org … In *SEM, Volume 2: Proceedings of SemEval 2013, pages 598–602, Atlanta, Georgia, USA. … In *SEM, Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity, pages 286–295, Atlanta, Georgia, USA. … Related articles All 9 versions

Unsupervised Knowledge-based Word Sense Disambiguation: Exploration & Evaluation of Semantic Subgraphs SL Manion – 2014 – ir.canterbury.ac.nz … versity for Multilingual Word Sense Disambiguation. In Proceedings of the 7th International Workshop on Semantic Evaluation (SemEval-2013), in … 2013). Presentation and poster session for paper (Manion and Sainudiin, 2013) at SemEval, Altanta, Georgia (June, 2013)3 … Cited by 1 Related articles

Towards a wide-coverage tableau method for natural logic L Abzianidze – New Frontiers in Artificial Intelligence, 2014 – Springer … type. 3 An importance of the explanations is also shown by the fact that recently SemEval-2015 introduced a pilot task interpretable STS that requires systems to explain their decisions for semantic textual similarity. 4 The connection … Cited by 1

Context-dependent semantic parsing for time expressions K Lee, Y Artzi, J Dodge, L Zettlemoyer – Proceedings of the Conference …, 2014 – acl2014.org Page 1. Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, pages 1437–1447, Baltimore, Maryland, USA, June 23-25 2014. cO2014 Association for Computational Linguistics Context-dependent Semantic Parsing for Time Expressions … Cited by 7 Related articles All 11 versions

A comparative study between possibilistic and probabilistic approaches for monolingual word sense disambiguation B Elayeb, I Bounhas, OB Khiroun, F Evrard… – … and Information Systems, 2014 – Springer … SensEval and SemEval campaigns (cf. … Besides, and using semantic similarity at diverse lexical levels in three experiments (word sense coarsening, word similarity, and semantic textual similarity), the new semantic repre- sentation provided by the unified approach performs … Cited by 3 Related articles All 2 versions

Data-driven approaches for paraphrasing across language variations W Xu – 2014 – cs.nyu.edu Page 1. DATA-DRIVEN APPROACHES FOR PARAPHRASING ACROSS LANGUAGE VARIATIONS by Wei Xu A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy Department of Computer Science New York University … Cited by 2 Related articles All 11 versions

A large-scale pseudoword-based evaluation framework for state-of-the-art word sense disambiguation MT Pilehvar, R Navigli – Computational Linguistics, 2014 – MIT Press Cited by 8 Related articles All 9 versions

A Unified Approach to Abductive Inference P Domingos, C Guestrin, R Mooney, T Dietterich… – 2014 – DTIC Document Page 1. Standard Form 298 (Rev 8/98) Prescribed by ANSI Std. Z39.18 W911NF-08-1-0242 206-543-4229 Final Report 54231-NS-MUR.183 a. REPORT 14. ABSTRACT 16. SECURITY CLASSIFICATION OF: The project’s main …

Aspect based sentiment analysis I Pavlopoulos, ? ??????????? – 2014 – nlp.cs.aueb.gr … 78 5.5 Aspect term polarity results and comparison to SEMEVAL systems . . . 80 … datasets were constructed, which have also been adopted (with some changes) by an international challenge (the ABSA Task of SEMEVAL 2014 and 2015) coorganized by … Cited by 2 Related articles All 8 versions

Named entity disambiguation from web text J Xu – 2014 – repository.lib.polyu.edu.hk … Maryland, USA. 5. Xu, J., Lu, Q., Liu, Z. 2012. PolyUCOMP: Combining Semantic Vectors with Skip bigrams for Semantic Textual Similarity. In First Joint Conference on Lexical … 40 4.3.1 Experiments on the SemEval-2010 Task5 Data ….. 42 … Related articles All 2 versions

Inducing Implicit Arguments via Cross-document Alignment: A Framework and its Applications M Roth – 2014 – archiv.ub.uni-heidelberg.de Page 1. Inducing Implicit Arguments via Cross-document Alignment A Framework and its Applications Juni 2014 Dissertation zur Erlangung der Doktorwürde der Neuphilologischen Fakultät der Ruprecht-Karls-Universität Heidelberg vorgelegt von Michael Roth Page 2. … Cited by 2 Related articles All 4 versions

Joint Multilingual Learning for Coreference Resolution A Bodnari – 2014 – groups.csail.mit.edu … external knowledge integration and better techniques for coreference resolution.[73, 16, 87] The 2010 SemEval[73] and the 2012 CoNLL[16] shared tasks on multilingual coreference resolution also acknowledged inferior performance of coreference resolu- … Related articles All 2 versions