... DepartmentBar-Ilan UniversityRamat-Gan 52900, Israeldagan@cs.biu.ac.ilAbstractThis paper introduces BIUTEE1, an open- source systemforrecognizingtextual entail-ment. Its main advantages are its ability ... Open- SourceSystemforRecognizing Textual Entailment Asher SternComputer Science DepartmentBar-Ilan UniversityRamat-Gan 52900, Israelastern7@gmail.comIdo DaganComputer Science DepartmentBar-Ilan ... encourage researchers to create andshare their textual- inference components. A good example from another research area is theMoses systemfor Statistical Machine Transla-tion (SMT) (Koehn et al.,...
... Malakasiotis and Ion Androutsopoulos2007. Learning TextualEntailment using SVMs andString Similarity Measures. Proc. of the ACL ’07Workshop on TextualEntailment and Paraphrasing.Ido Dagan ... regards the RTE Challenges, in the lastyears EDITS has been used to participate both inthe PASCAL/TAC RTE Campaigns for the En-glish language (Mehdad et al., 2009), and in theEVALITA RTE task ... H.Similarity algorithms are adapted to the ED-ITS distance framework by transforming measuresof the lexical/semantic similarity between T and Hinto distance measures. These algorithms are alsoadapted...
... the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, RTE ’07, pages54–59, Morristown, NJ, USA. Association for Com-putational Linguistics.333#56 - ENTAILMENT T: (CNN) Nadya Suleman, ... An Elec-tronic Lexical Database. Bradford Books.R.V. Guha and D.B. Lenat. 1990. Cyc: a mid-term re-port. AI Magazine, 11(3).V. Vydiswaran M. Sammons and D. Roth. 2010. Asknot what textual ... not: A case study using functional relations. In EmpiricalMethods in Natural Language Processing.Dan Roth and Mark Sammons. 2007. Semantic and log-ical inference model fortextual entailment. ...
... 2006.c2006 Association for Computational Linguistics A Logic-based Semantic Approach to RecognizingTextual Entailment Marta Tatu and Dan MoldovanLanguage Computer CorporationRichardson, Texas, 75080United ... 71.89 66.66Table 3: RTE 2005 data results (accuracy, confidence-weighted score, and f-measure for the true class)Task COGEX COGEX LEXALIGN COMBINATIONacc ap f acc ap f acc ap f acc ap fIE 58.00 ... data. Itoutperforms the semantic systems on the 2005 QAtest data, but it has its limitations. The logic rep-resentations are generated from parse trees whichare not always accurate (86% accuracy)....
... work for various applications, data transformation is necessary to standardize the raw data into the value rangethat both neural network components can work with. Formulas for data transformation ... Tables 18.6 (a) and (b), to Acosta and Pignatiello’s(1996) EWMA chart which adopts Roberts’ (1959) EWMA for mean and Wortham’s and Heinrich’s(1972) EWMA for variance.To obtain a fair comparison, ... operations,etc. A QC can be mathematically defined as a random variable, which is a function that takes values from a population or distribution. Denote a QC as random variable x . If a population...
... TSIPGVYACGDIVTYPGKLPLIVLGFGEAAIAANHAAAYAN-PALKVNPGHSSEKAAPGT 335E. coli 277 TSIPGVFAAGDVMDHI YRQAITSAGTGCMAALDAERYLD GLADAK 321 A. pernix 283 TSIPGIFAAGDCTSMWPGFRQVVTAAAMGAVAAYSAYTYLQEKGLYKPKPLTGLK ... DNA poly-merase was purchased from Toyobo (Osaka, Japan). Emul-gen 911 was a gift from Kao Chemical (Tokyo, Japan).NADPH, NADH and NADP+were purchased fromOriental Yeast (Tokyo, Japan). a- Cyano-4-hydroxycinnamicacid ... Tmvalue of each protein at neutralpH. a Data from this study.bData from Griffin et al. [32].cData fromYano et al. [4].T. Mandai et al. Thermostable electron transport system FEBS Journal...
... {zhanghao1216,liqiangneu}@gmail.com Abstract We present a new opensource toolkit for phrase-based and syntax-based machine translation. The toolkit supports several state-of-the-art ... Phrasal: A Toolkit for Statistical Machine Translation with Facilities for Extraction and Incorporation of Arbitrary Model Features. In Proc. of HLT/NAACL 2010 demonstration Session, pages ... Chris Callison-Burch, Chris Dyer, Sanjeev Khudanpur, Lane Schwartz, Wren Thornton, Jonathan Weese, and Omar Zaidan. 2009. Joshua: An Open Source Toolkit for Parsing-Based Machine Translation....
... We also integrate the sentiment-detection system with a real-time rule-based harmonic music and animation generator to display streams of messages in an audiovisual format. Conceptually, ... generating music melody au-tomatically based on detected sentiments, and (3) produce an animation of real-time piano playing for audiovisual display. Our MemeTube system can be accessed via: ... In recent years, a number of studies have inves-tigated integrating emotions and music in certain media applications. For example, Ishizuka and Onisawa (2006) generated variations of theme...
... informal writing style and theconversational nature. The social text serves as a very valuable information sourcefor many NLP ap-plications, such as the information extraction (Ritteret al., ... word-coverageacross all data sets and the broad word-coverage canbe successfully translated into message-level perfor-mance gain. We observe that the social media is anemotion-rich language, therefore ... word-coverage across all data sets (a 10% absolute increase compared to state-of-the-art); the broad word-coverage can alsosuccessfully translate into message-level per-formance gain, yielding 6% absolute...
... paraphrases aregenerally assumed to contain information aboutthe same event, these approaches have generallyassumed that all of the available paraphrases for a given sentence will include at ... Fortieth Annual Meeting of theAssociation for Computational Linguistics (ACL),Philadelphia, PA.Dan Moldovan, Marius Pasca, Sanda Harabagiu, andMihai Surdeanu. 2002. Performance Issues and Er-ror ... Harabagiu, Dan Moldovan, Marius Pasca, RadaMihalcea, Mihai Surdeanu, Razvan Bunsecu, Rox-ana Girju, Vasile Rus, and Paul Morarescu. 2001.The Role of Lexico-Semantic Feedback in Open- Domain...
... Asiawuxianchao@gmail.com,takuya-matsuzaki@nii.ac.jp,jtsujii@microsoft.comAbstractWe describe Akamon, an opensource toolkit for tree and forest-based statistical machinetranslation (Liu et al., 2006; ... Toolkit for Tree/Forest-Based Statistical Machine Translation∗Xianchao Wu†, Takuya Matsuzaki∗, Jun’ichi Tsujii‡†Baidu Inc.∗National Institute of Informatics‡Microsoft Research Asiawuxianchao@gmail.com,takuya-matsuzaki@nii.ac.jp,jtsujii@microsoft.comAbstractWe ... Normalized Kendall’s τ as proposed by(Isozaki et al., 201 0a) to automatically evaluate thetranslation between distant language pairs based onrank correlation coefficients and significantly penal-2Code...
... Probabilis-tic Approaches to Natural Language, pages 61–65.AAAI Press.Zellig Harris. 1968. Mathematical Structures of Lan-guage. Wiley, New York.Mario Jarmasz and Stan Szpakowicz. 2003. Roget’sthesaurus ... models, which facilitates wordspace based applications.The package is written in Java and defines a standardized Java interface for word space algo-rithms. While other word space frameworks ex-ist, ... such as information retrieval, natu-ral language processing and cognitive psychology. For a recent survey of word space approaches andapplications, see (Turney and Pantel, 2010).The parallel...
... , Giles C. L. and Kan M. 2008. ParsCit:An open- source CRF reference string parsing pack-age INTERNATIONAL LANGUAGE RESOURCESAND EVALUATION European Language ResourcesAssociationEdmundson, ... summary generated for a set of related scientific articles. This behaviour isdifferent from some other non-interactive summa-rization systems that might appear as a black boxand might not tailor ... WorkSurprisingly, not many approaches to the problem ofsummarization of scientific articles have been pro-posed in the past. Qazvinian et al. (2008) present a summarization approach that can be seen as theconverse...
... Jonathan Weese, and Omar Zaidan.200 9a. Joshua: An opensource toolkit for parsing-based machine translation. In Proceedings of theFourth Workshop on Statistical Machine Transla-tion, pages ... modelling for statistical machine transla-tion. In Proceedings of ACL.Omar F. Zaidan. 2009. Z-MERT: A fully configurable open source tool for minimum error rate training ofmachine translation systems. ... method achieves a 90% reduction in training corpus size whilemaintaining state-of-the-art performance.• Suffix-array Grammar Extraction: Gram-mars extracted from large training corporaare often...
... initial writing of the paper. We are particularly grateful toAshraf Aboulnaga, Navin Kabra and David Maier for theircareful review and helpful comments on the paper. We alsothank the anonymous ... (1999).[MD89] D. McCarthy and U. Dayal. The architecture of anactive database management system. SIGMOD 1989: 215-224.[RC88] A. Rosenthal and U. S. Chakravarthy. Anatomy of a Modular Multiple Query ... NiagaraCQ can trigger continuousqueries. They are data -source change events and timer events.Data sources can be classified into push-based and pull-based.Push-based data sources will inform...