... Symp,763–767.26Proceedings of the ACL-IJCNLP 2009 Student Research Workshop, pages 18–26,Suntec, Singapore, 4 August 2009.c2009 ACL and AFNLP Annotating andRecognisingNamedEntitiesinClinical Notes Yefeng ... reports on the challenges involved in creating the annotation schema, and recog-nising andannotatingclinicalnamed enti-ties. The information extraction task hasinitially used two approaches: ... usedonce.The clinical information extraction problem isaddressed in this work by applying machine learn-ing methods to a corpus annotated for clinical named entities. The data selection and annota-tion...
... limited window size of lexical features, we defined one feature each for the nearest preceding and follow-ing adjective, adverb, preposition, and verb, and one additional preceding adjective and ... Challenge. In http://www.i2b2.org/NLP/Relations/. Özlem Uzuner, Xiaoran Zhang, and Sibanda Tawanda. 2009. Machine Learning and Rule-based Approaches to Assertion Classification. J Am Med Inform ... by manually examining the training data: Lexical Features: The medical term itself, the three words preceding it, and the three words fol-lowing it. We used the LVG annotator in Lexical Tools...
... task: language-independent named entity recognition. In HLT-NAACL, pages 142–147.Yefeng Wang. 2009. Annotatingandrecognising named entitiesinclinical notes. In ACL-IJCNLP, pages 18–26.Dan ... Anand Karandikar, NicholasKeller, Justin Martineau, and Mark Dredze. 2010. Annotating namedentitiesin twitter data with crowd-sourcing. In CSLDAMT, pages 80–88.Jenny Rose Finkel and Christopher ... D. Manning. 2009.Nested named entity recognition. In EMNLP, pages141–150.Jenny Rose Finkel, Trond Grenager, and ChristopherManning. 2005. Incorporating non-local informationinto information...
... pairs from asingle text were not divided into the training and testsets.We also divided pairs of NEs into two types: (A)intra-sentential and (B) inter-sentential. The reasonfor dividing them ... Joshi, and S. Weistein. 1983. Providing aunified account of definite nounphrases in discourse. AnnualMeeting of Association of Computational Linguistics, pages44–50.N. Kambhatla. 2004. Combining ... Kameyama. 1986. A property-sharing constraint in center-ing. Annual Meeting of Association of Computational Lin-guistics, pages 200–206.T. Kudo and Y. Matsumoto. 2004. A boosting algorithm forclassification...
... and Dan Klein. 2008.Structure compilation: trading structure for fea-tures. In Proceedings of the 25th International Con-ference on Machine Learning (ICML), pages 592–599, Helsinki, Finland.Chris ... recall and F1. Wethen adapt our model with self-trainingon unlabeled target-domain data; enforc-ing the same recall-oriented bias in the self-training stage yields marginal gains.11 IntroductionThis ... beenstudied in the framework of domain adaptationresearch. A group of these methods use self-training and select the most informative features and training instances to adapt a source domainlearner...
... research training and to the integrationof such training with clinical training.” APCS includes43 clinical psychology Ph.D. programs. These pro-grams are listed in Table 1-3. More information ... mistake ofaccumulating a wealth of clinical experiences at theexpense of gaining research training. By doing so, youmay be inadvertently presenting yourself as beinguninterested in research or ... critical benefits in preparing and mentoring psychologists -in- training. These entail influ-encing decisions about graduate school, meeting otherstudents involved in research, getting to know facultymembers...
... getting aresearch project started:choosing a topic and formulating the researchquestions or hypotheses;searching the literature;writing a proposal and applying for funding; and dealing with ... thebeginning of the planning phase of the study. You need to pose an initialquestion, and then refine it by reading the literature, consulting with colleagues,deciding what is feasible in your intended ... Research methods inclinicaland counsellingpsychology. Chichester : Wiley, 1994.Includes biblographical references and index.ISBN 0-471-49087-3 (cased) – ISBN 0-471-49089-X (pbk.)1. Clinical psychology–Research–Methodology....
... seeing pa-tients. But in truth, clinicaland counseling psychology are wonderfully diverse and pluralistic professions. INTRODUCING CLINICALAND COUNSELING PSYCHOLOGY3INTRODUCING CLINICALAND ... you primarily interested in becoming a prac-titioner and desire only minimal research training? 21INTRODUCING CLINICALAND COUNSELING PSYCHOLOGY9health disciplines, the others being psychiatry ... psychotherapy and assess-ment and a quarter of their time to research and ad-ministration. A stunning finding was that over half of clinical and counseling psychologists were routinely involved in all...
... part of the FBIS 2001 Multilingual corpus.Translating NamedEntities Using Monolingual and Bilingual ResourcesYaser Al-Onaizan and Kevin KnightInformation Sciences InstituteUniversity of Southern ... transliterated into: BellClinton, Bill Clinton, Bill Klington, etc.3.3 Producing Candidates for Location and Organization NamesWords in organization and location names, on theother hand, are either ... becausemany are domain specific, notto be found in bilingual dictionaries. Wepresent a novel algorithm for translating named entity phrases using easily obtain-able monolingual and bilingual resources.We...
... and Christopher Steele, in consideration of twenty-one pounds, covenanted to instruct his apprentice in the art or science of a painter, and to find him meat, drink, washing, and lodging during ... ostensiblyacting only as a painter. While in Spain he executed a miniature portrait of the Infanta, which was sent over toKing James. The Duchess of Buckingham wrote to her husband in Spain, 'I ... part of the Infanta; the business ultimately bringing the great painter toEngland. In 1628, Gerbier was knighted at Hampton Court, and, according to his own account, was promisedby King Charles...
... degree, and universitytraining should be retained. But in the late 1960s and early 1970s, change was in the wind. Training alter-natives were entertained, and diversification was INTRODUCING CLINICAL ... research training and to the integration ofsuch training with clinical training.” APCS includes 42 clinical psychology Ph.D. programs. These programsare listed in Table 1-3. More information ... toobtain a nonclinical psychology doctorate and then tocomplete a formal respecialization program in clinical or counseling psychology, which includes the intern-ship. Formal training and supervised...
... Pre-operative clinical view of tooth 1.1 with a deepextensive crown-root fracture. Tooth 2,1 shows bleeding fromthe gingival margin, indicative of a luxation injury.Fig. 2. Clinical aspect ... lines in the root. In some cases, the radiographicexamination does not detect the complete directionof fracture lines, making the diagnosis even moredifficult and complex. Since CRF may involve ... which includes suture of a cuton the lower lip, cleansing of the affected area withsaline and clorhexidine, and the application of atemporary oxide zinc eugenol (ZOE) filling on tooth1.1. In...
... its inputs (including internal component mapping, initial and final NE type, NE bigram-based string, and left/right distance), without involving any related probability factors derived within ... Program) of China under Grant No. 2006AA010108-4. References Al-Onaizan, Yaser, and Kevin Knight. 2002. Translat-ing NamedEntities Using Monolingual and Bilin-gual resources. In Proceedings of ... Processing. Com-putational Linguistics, 22(1):39-72, March. Chen, Hsin-His, Changhua Yang and Ying Lin. 2003. Learning Formulation and Transformation Rules for Multilingual Named Entities. In...