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Proceedings of the 13th International Conference on Natural Language Processing PDF

352 Pages·2017·11.99 MB·English
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ICON-2016 13th International Conference on Natural Language Processing Proceedings of the Conference 17-20 December 2016 IIT (BHU), Varanasi, India c 2016NLPAssociationofIndia(NLPAI) (cid:13) ii Preface Research in Natural Language Processing (NLP) has taken a noticeable leap in the recent years. Tremendous growth of information on the web and its easy access has stimulated large interest in thefield. India,withmultiplelanguagesandcontinuousgrowthofIndianlanguagecontentontheweb, makes a fertile ground for NLP research. Moreover, industry is keenly interested in obtaining NLP technologyformassuse. Theinternetsearchcompaniesareincreasinglyawareofthelargemarketfor processinglanguagesotherthanEnglish. Forexample,searchcapabilityisneededforcontentinIndian andotherlanguages. Thereisalsoaneedforsearchingcontentinmultiplelanguages,andmakingthe retrieved documents available in the language of the user. As a result, a strong need is being felt for machinetranslationtohandlethislargeinstantaneoususe. InformationExtraction,QuestionAnswering SystemsandSentimentAnalysisarealsoshowingupasotheropportunities. Theseneedshaveresultedintwowelcometrends. First,thereismuchwiderstudentinterestingetting into NLP at both postgraduate and undergraduate levels. Many students interested in computing technology are getting interested in natural language technology, and those interested in pursuing computingresearcharejoiningNLPresearch. Second,theresearchcommunityinacademicinstitutions andthegovernmentfundingagenciesinIndiahavejoinedhandstolaunchconsortiaprojectstodevelop NLP products. Each consortium project is a multi-institutional endeavour working with a common softwareframework,commonlanguagestandards,andcommontechnologyenginesforallthedifferent languages covered in the consortium. As a result, it has already led to development of basic tools for multiple languages which are inter-operable for the tasks of machine translation, cross lingual search, handwritingrecognitionandOCR. Inthisbackdropofincreasedstudentinterest,greaterfundingandmostimportantly,commonstandards and interoperable tools, there has been a spurt in research in NLP on Indian languages, whose effects we have just begun to see. A great number of submissions reflecting good research is a heartening matter. Formachinelearningandotherpurposes,linguisticallyannotatedcorporausingthecommonstandards havebecomeavailableformultipleIndianlanguages. Theyhavebeenusedforthedevelopmentofbasic technologiesforseverallanguages. Largersetofcorporaareexpectedtobepreparedinnearfuture. This volume contains papers selected for presentation in technical sessions of ICON-2016 and short communications selected for poster presentation. We are thankful to our excellent team of reviewers from all over the globe who deserve full credit for the hard work of reviewing the high quality submissions with rich technical content. From 150 submissions, 38 papers were selected, 15 for full presentation, 18 for poster presentation and 5 for poster-cum-demonstration, representing a variety of newandinterestingdevelopments,coveringawidespectrumofNLPareasandcorelinguistics. We are deeply grateful to Richard Sproat, Google Inc., USA and Bruno Pouliquen, World Intellectual PropertyOrganization,SwitzerlandforgivingthekeynotelecturesatICON-2016. Wewouldalsolike to thank the members of the Advisory Committee and Programme Committee for their support and co-operationinmakingICON2016asuccess. iii WethankAsifEkbal,Chair,StudentPaperCompetitionandAmitavDas,Chair,NLPToolsContestfor takingtheresponsibilitiesoftheevents. We convey our thanks to P V S Ram Babu, G Srinivas Rao, B Mahender Kumar and A Lakshmi Narayana, International Institute of Information Technology (IIIT), Hyderabad for their dedicated efforts in successfully handling the ICON Secretariat. We also thank IIIT Hyderabad team of Vineet Chaitanya, Peri Bhaskararao, Vasudeva Varma, Soma Paul, Radhika Mamidi, Manish Shrivastava, Suryakanth V Gangashetty and Anil Kumar Vuppala. We heartily express our gratitude to Sukomal Pal, Swasti Mishra and the great team of volunteers at IIT (BHU) and BHU, Varanasi for their timely helpwithsincerededicationandhardworktomakethisconferenceasuccess. Wealsothankallthosewhocameforwardtohelpusinthistask. Weapologizeifwehavemissedsome names. Finally, we thank all the researchers who responded to our call for papers and all the participants of ICON-2016,withoutwhoseoverwhelmingresponsetheconferencewouldnothavebeenasuccess. December2016 DiptiMisraSharma Varanasi RajeevSangal AnilKumarSingh iv AdvisoryCommittee: AravindKJoshi,UniversityofPennsylvania,USA(Chair) ConferenceGeneralChair: RajeevSangal,IIT(BHU),Varanasi,India ProgrammeCommittee: AnilKumarSingh,IIT(BHU),India(Chair) DiptiMisraSharma,IIITHyderabad,India(Co-Chair) KaruneshArora,CDACNoida,India SivajiBandyopadhyay,JadavpurUniversity,Kolkata,India SrinivasBangalore,InteractionsLLC,AT&TResearch,USA PeriBhaskararao,IIITHyderabad,India RajeshBhatt,UniversityofMassachusetts,USA PushpakBhattacharyya,IITPatna,India RavindranathChowdaryC,IIT(BHU),India NiladriSekharDash,ISIKolkata,India SanjuktaGhosh,BHU,Varanasi,India VishalGoyal,PunjabiUniversity,Patiala,India HaraldHammarstrom,MaxPlanckInstituteforPsycholinguistics,Nijmegen,TheNetherlands MohammedHasanuzzaman,Universite´ deCaenNormandie,Caen,France GeroldHintz,TUDarmstadt,Germany SamarHusain,IITDelhi,India AmbaKulkarni,UniversityofHyderabad,India RamamoorthyL.,CIIL,Mysore GurpreetLehal,PunjabiUniversity,Patiala,India RoserMorante,VUUniversity,Amsterdam,TheNetherlands JoseMoreno,Universite´ deCaenNormandie,Caen,France JoakimNivre,UppsalaUniversity,Sweden AlexisPalmer,HeidelbergUniversity,Germany MarthaPalmer,UniversityofColoradoBoulder,USA SomaPaul,IIITHyderabad,India JyotiPawar,DCST,GoaUniversity,India EugenRuppert,TUDarmstadt,Germany SriparnaSaha,IITPatna,India ShikharKr. Sarma,GauhatiUniversity,India ElizabethSherly,IIITM-K,Trivandrum,India SobhaLalithaDevi,AU-KBC,Chennai,India Keh-YihSu,InstituteofInformationScience,AcademiaSinica,Taiwan v AnilThakur,BHU,Varanasi,India VasudevaVarma,IIITHyderabad,India ToolsContestChairs: POSTaggingforCode-MixedIndianSocialMediaTextRationale: AmitavDas,IIIT,SriCity,India(Chair) StudentPaperCompetitionChair: AsifEkbal,IIT-Patna,India OrganizingCommittee: SukomalPal,IIT(BHU),Varanasi,India(Chair) SwastiMishra,IIT(BHU),Varanasi,India vi Organizers Indian Institute of Technology (BHU), Varanasi vii Sponsors viii Referees We gratefully acknowledge the excellent quality of refereeing we received from the reviewers. We thank them all for being precise and fair in their assessment and for reviewing the papers in time. Abhijit Mishra Hema Murthy Ranjani Parthasarathi Aditya Joshi Himanshu Sharma Ratish Surendran Aishwarya N Reganti Imran Rasheed Ravindranath Chowdary C Alexis Palmer Irshad Bhat Riyaz Bhat Alok Chakrabarty Joakim Nivre Roser Morante Amba Kulkarni Joe Cheri Rudramurthy V Amitava Das Jose Moreno S Arulmozi Amrith Krishna Jyoti Pareek Sachin Pawar Anil Kumar Singh Jyoti Pawar Sai Krishna Rallabandi Anil Kumar Vuppala K V Ramakrishnamacharyulu Sajini T Anil Thakur K V Subbarao Samar Husain Anoop Kunchukuttan Kamal Garg Samudravijaya K Anupam Jamatia Karunesh Arora Sandipan Dandapat Aravind Ganapathiraju Keh-Yih Su Sandya Mannarswamy Ashwini Vaidya Kishorjit Nongmeikapam Sanjukta Ghosh Asif Ekbal Kunal Chakma Saptarshi Ghosh Ayushi Dalmia Lars Bungum Sara Tonelli Ayushi Pandey Malhar Kulkarni Satarupa Guha Balaji Jagan Manish Shrivastava Shashi Narayan Balamurali A R Marco Damonte Shourya Roy Baskaran Sankaran Martha Palmer Shubhnandan Singh Bharat Ram Ambati Mohammed Hasanuzzaman Sivaji Bandyopadhyay Bhuvana Narasimhan Monojit Choudhury Sobha Lalitha Devi Bibekananda Kundu Nayeemulla Khan A Soma Paul Bikash Gyawali Nikhil Pattisapu Srikanth Ronanki Bira Chandra Singh Nikhilesh Bhatnagar Sriparna Saha Björn Gambäck Niladri Sekhar Dash Sriram Chaudhury Brijesh Bhatt Niraj Kumar Sruti Rallapalli C V Jawahar Owen Rambow Subalalitha Navaneetha Krishnan Debasis Ganguly Paolo Rosso Sudip Kumar Naskar Deepak Padmanabhan Parth Gupta Sukomal Pal Dhananjaya Gowda Partha Talukdar Sunayana Sitaram Dimitris Mavroeidis Pawan Goyal Sutanu Chakraborti Dimple Paul Peri Bhaskararao Swapnil Chaudhari Dinesh Kumar Prabhakar Pradeepika Verma T Pattabhi R K Rao Dipankar Das Pranaw Kumar Taniya Mishra Dipasree Pal Prasha Shresta Thamar Solorio Dipti Misra Sharma Priya Radhakrishnan Thierry Declerck Douwe Kiela Pruthwik Mishra Tushar Maheshwari Dwaipayan Roy Pushpak Bhattacharyya Umamaheswari E Dwijen Rudrapal Radhika Mamidi Vasudeva Varma Elizabeth Sherly Raghava Krishnan Vasudevan N Erik Cambria Rajendra Prasath Vijay Sunday Ram Eugen Ruppert Rajendran S Vinay Kumar Mittal Ganesh Jawahar Rajesh Bhatt Vineet Chaitanya Girish Palshikar Rajiv Srivastava Vishal Goyal Gurpreet Singh Lehal Rakesh Balabantaray Vishnu G Sriram Harald Hammarström Raksha Sharma Yuji Matsumo ix

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Amrith Krishna. Anil Kumar Singh. Anil Kumar Vuppala. Anil Thakur. Anoop Kunchukuttan. Anupam Jamatia. Aravind Ganapathiraju. Ashwini Vaidya.
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