... instances. We compare the learning curve from Co-training with a baseline of majority class and an upper-bound, in which the classifiers are trained on human-annotated data. Post-hoc analyses ... generate more labeled data automatically. The main focus of this paper is to explore how Co- training can be applied to annotate spoken dialogues. A major challenge to address is in...
Ngày tải lên: 20/02/2014, 16:20
... opinions? Finally, approaches to opi- nion mining have implicitly assumed that the prob- lem at stake is a balanced classification problem, based on the general assumption that positive and negative ... identifying the most rele- vant challenges in mining opinions targeting media personalities, namely politicians, in comments posted by users to online news articles. We are interest...
Ngày tải lên: 20/02/2014, 05:20
Tài liệu Báo cáo khoa học: "Identifying Linguistic Structure in a Quantitative Analysis of Dialect Pronunciation" docx
... (Manning and Schütze, 1999). Multidimensional scaling is data analysis technique that provides a spatial display of the data revealing relationships between the instances in the data set (Davison, ... multidi- mensional scaling. The analyses showed that results obtained using aggregate analysis of word pronunci- ations mostly conform with the traditional phonetic classification of Bulgaria...
Ngày tải lên: 20/02/2014, 12:20
Tài liệu Báo cáo khoa học: "Mapping Lexical Entries in a Verbs Database to WordNet Senses" doc
... (WSD) in several ways. First, the words to be disambiguated are entries in a lexical database, not tokens in a text corpus. Second, we take an “all-words”rather than a “lexical-sample” approach ... Sim- pleProd, and SimpleWtdSum MajSgl+Aggr: Majority vote of MajSim- pleSgl and MajAggr MajPair+Aggr: Majority vote of MajSim- plePair and MajAggr Table 2 gives recall and precision mea...
Ngày tải lên: 20/02/2014, 18:20
Tài liệu Báo cáo khoa học: "Multiple Default Inheritance in a Unification-Based" pdf
... to alternatives at the same conceptual level in the hiersrchy, and in msny cases reflect the tra- ditional ides of 'paradigm'. Equations within a variant set are absolute constraints, ... of class definitions. In equs. tions, unification variables have initial capitals, and negation of constants is indicated by ' '. 'kk' is the string concatenation o...
Ngày tải lên: 20/02/2014, 21:20
Tài liệu Báo cáo khoa học: "THEORETICAL/TECHNICAL ISSUES IN NATURAL LANGUAGE ACCESS TO DATABASES" pdf
... appropriate for that database organization. In this way, it would be easy to handle such database organ- izations as that in which the total number of parking lots and/or parking spaces is ... above into a formal query language such as SQL. The relations ZONEF and LUCF are existing database relations, but there is no relation GEOBASE* in the database, giv- ing the subplanning...
Ngày tải lên: 21/02/2014, 20:20
Tài liệu Báo cáo khoa học: "MACHINE-READABLE COMPONENTS IN A VARIETY OF INFORMATION-SYSTEM APPLICATIONS" potx
Ngày tải lên: 21/02/2014, 20:20
Tài liệu Báo cáo khoa học: "Domain-transcending mappings in a system for metaphorical reasoning" docx
... SPACE and IDEAS ARE PHYSICAL OBJECTS, con- taining the following relevant mappings: When a person's mind is being viewed as a physical space, an idea's being physically located in the space ... view neutral mapping adjuncts (VNMAs) 1 . We regard VNMAs as standard but implicit default aspects of all view-specific metaphorical mappings. They are defaults in that they can, i...
Ngày tải lên: 22/02/2014, 02:20
Báo cáo khoa học: "Interpreting Semantic Relations in Noun Compounds via Verb Semantics" pdf
... the open-domain data with small amounts of training data. Rosario and Marti (2001) achieved about 60% using a neural net- work in a closed domain, Moldovan et al. (2004) achieved 43% using word ... re- vealed that TIME both has an above-average clas- sification accuracy and is associated with a rela- tively large number of test NCs, while EQUATIVE has a below-average classification ac...
Ngày tải lên: 08/03/2014, 02:21
Báo cáo khoa học: "Unsupervised Coreference Resolution in a Nonparametric Bayesian Model" potx
... Note that we take a Bayesian approach in which all pa- rameters are integrated out (or sampled). The infer- ence task is thus primarily a search problem over the index labels Z. 849 (a) (b) (c) The ... is a natural penalty for each cluster which is actually used. With Z observed during sampling, we can inte- grate out β and calculate P (Z i,j |Z −i,j ) analytically, using the Chines...
Ngày tải lên: 08/03/2014, 02:21