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Báo cáo khoa học: "Incorporating Extra-linguistic Information into Reference Resolution in Collaborative Task Dialogue" pot

Báo cáo khoa học:

Báo cáo khoa học: "Incorporating Extra-linguistic Information into Reference Resolution in Collaborative Task Dialogue" pot

... using Extra-linguistic Information Before explaining the treatment of extra-linguistic information, let us first describe the task defini-tion, taking the REX-J corpus as target data. In the task of reference ... extra-linguistic information as wellas textual information examined by exist-ing approaches (Soon et al., 2001; Ng andCardie, 2002, etc.). In this paper, we incor-porate extra-linguistic information ... Computational LinguisticsIncorporating Extra-linguistic Information into Reference Resolution in Collaborative Task DialogueRyu Iida Shumpei Kobayashi Takenobu TokunagaTokyo Institute of Technology2-12-1,ˆOokayama,...
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Báo cáo khoa học:

Báo cáo khoa học: "Incorporating topic information into sentiment analysis models" docx

... information into suchmodels may yield improvement over models which do not use topic information. 1 IntroductionThere are a number of challenging aspects in recognizing the favorability of opinion-based ... of which are used in abundance in many discoursedomains, create challenges for these approaches. It is hoped that incorporating topic information along thelines suggested in this paper will ... Incorporating topic information into sentiment analysis modelsTony MullenNational Institute of Informatics (NII)Hitotsubashi 2-1-2, Chiyoda-kuTokyo...
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: "Incorporating Context Information for the Extraction of Terms" pdf

... Ananiadou, 1996), incorporating information gained from the textual context of the candidate term. 2 Context information for terms The idea of incorporating context information for term ... terms, domain-dependent linguistic information (i.e. mor- phology) is used (Ananiadou, 1994). Multi-word ATR usually uses linguistic information in the form of a grammar that mainly allows ... the singular existential quantifier, is called the Cartesian product. Since context carries information about terms it should be involved in the procedure for their ex- traction. We incorporate...
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Báo cáo khoa học:

Báo cáo khoa học: "Embedding New Information into Referring Expressions" ppt

... Embedding New Information into Referring Expressions Hua Cheng Department of Artificial Intelligence, University of Edinburgh El7, 80 South Bridge, Edinburgh EH1 1HN, U.K. ... on generating referring expres- sions capable of serving multiple communicative goals. The components of a referring expression are divided into a referring part and a non-referring part. ... Expression The referring expression is a very important and complex construction in languages. It can serve multiple communicative goals including referring to an object, providing new information...
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Báo cáo khoa học:

Báo cáo khoa học: "Incorporating Lexical Priors into Topic Models" docx

... syntax. In Advances in Neural Information Processing Sys-tems, volume 17, pages 537–544.Haghighi, A. and Klein, D. (2006). Prototype-drivenlearning for sequence models. In Proceedings ofthe main ... learning (Haghighi and Klein, 2006).We use Information Gain (Mitchell, 1997) toidentify the required discriminating features. The Information Gain (IG) of a word (w) in a class (c)is given byIG(c, ... constraintsindicating the potential benefits of adding seedwords into the topic models. b) We evaluate eachof our proposed models in different settings andcompare with multiple baseline systems.Since...
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Báo cáo khoa học:

Báo cáo khoa học: "Integrating Discourse Markers into a Pipelined Natural Language Generation Architecture" potx

... discourse markers for Patient Information Leaflets using a constraint-based method applied toRST trees during sentence planning.Finally, in the CIRC-SIM intelligent tutoring sys-tem (Yang et al., ... principally con-cerned with taking sets of small, single-propositionsentences and finding ways to combine them into more fluent, multiple-proposition sentences. Sen-tences can be combined using ... Clause aggregationinvolves the syntactic joining of two simple sen-tences into a more complex sentence. Discoursemarkers link two sentences semantically withoutnecessarily joining them syntactically....
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Tài liệu Báo cáo khoa học:

Tài liệu Báo cáo khoa học: " Applying Co-Training to Reference Resolution" ppt

... settings) on labeledtraining data sets of the same size used for the re-spective Co-Training experiment. We did this in or-der to verify the quality of the training data and forobtaining reference ... we implemented the standardCo-Training algorithm (as described in Section 3) in Java using the Weka machine learning library3. In contrast to other Co-Training approaches, we did notuse Naive ... Co-TrainingCo-Training (Blum and Mitchell, 1998) is a meta-learning algorithm which exploits unlabeled in ad-dition to labeled training data for classifier learn-ing. A Co-Training classifier is complex in...
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Báo cáo khoa học:

Báo cáo khoa học: "Even the Abstract have Colour: Consensus in Word–Colour Associations" pot

... analysis. Each of theremaining terms has, on average, 4.45 distinct anno-tations. The information from multiple annotatorswas combined by taking the majority vote, result-ing in a lexicon with 8,813 ... certain colour categories (for example, dangerwith red, and softness with pink), complementinglinguistic and non-linguistic information with appro-priate colours has a number of benefits, including:(1) ... 0R6saif.mohammad@nrc-cnrc.gc.caAbstractColour is a key component in the success-ful dissemination of information. Sincemany real-world concepts are associated withcolour, for example danger with red, linguistic information is often...
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Báo cáo khoa học:

Báo cáo khoa học: "A Computational Model of Text Reuse in Ancient Literary Texts" potx

... two training hy-potheses listed in Table 2, yielding two models, Band J.Table 3 shows the increasing accuracy of bothmodels in describing the text reuse in Ltrainasmore features are incorporated. ... global linear models in (Collins, 2002), we cast this task as learning amapping F from input verses x ∈ X to a text-reusehypothesis y ∈ Y ∪ {}. X is the set of verses in the target text. In our ... precedingpericope or to the beginning of the following one.5.3 Test ResultsThe two models trained in §5.2, B and J, are intendedto capture the characteristics of text reuse in Ltrainaccording to two different...
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Báo cáo khoa học:

Báo cáo khoa học: "A Flexible Architecture for Reference Resolution" docx

... functions for resolving different types of anaphora. Responsibilities of this layer include determining what anaphoric phenomena are to be resolved in the current experiment, determining what anaphora ... TRAINS93 dialogue transcripts. The input was POS-tagged words with no structural analysis. Other information, such as basic punc- tuation and whether each pronoun was in a main or subordinate ... reads the input text and creates the main data structure used for reference resolution, called the discourse context (DC). The DC consists of discourse entities (DEs) introduced in the text,...
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