probabilistic text structuring experiments with sentence ordering
Grammar And Usage For Better Writing - Problems with Sentence Structure
... compound sentence using or.7. Write a simple sentence with a compound verb.8. Write a complex sentence with two subordinate clauses.9. Write a sentence with a subordinate clause beginning with ... 2. Write a compound sentence. 3. Write a complex sentence. 4. Write a complex sentence with a subordinate clause beginning with that.5. Write a simple sentence with a compound subject and ... complete sentence without a true verb.NOT A SENTENCE : Winning the soccer match with a penalty kick. SENTENCE : Winning the soccer match with a penalty kick delighted the fans from Argentina. SENTENCE :...
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Tài liệu Báo cáo khoa học: "Hierarchical Text Classification with Latent Concepts" doc
... Large Scale Hierarchical Text classification(LSHTC) Pascal Challenge.Xipeng Qiu, Wenjun Gao, and Xuanjing Huang. 2009.Hierarchical multi-class text categorization with glob-al margin maximization. ... subclasses share information with these d-ifferent concepts respectively. Then, we pro-pose a variant Passive-Aggressive (PA) algo-rithm for hierarchical text classification with latent concepts. ... Sebastiani. 2002. Machine learning in automated text categorization. ACM computing surveys, 34(1):1–47.A. Sun and E P Lim. 2001. Hierarchical text classi-fication and evaluation. In Proceedings...
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Tài liệu Báo cáo khoa học: "Improving Probabilistic Latent Semantic Analysis with Principal Component Analysis" ppt
... model.6.3 Text SegmentationA number of researchers, (e.g., Li and Yamanishi(2000); Hearst (1997)), have developed text seg-mentation systems. Brants et. al. (2002) devel-oped a system for text ... word and sentence level (Beefermanet al., 1997), and , respectively. This mea-sure allows for close matches in segment bound-aries. Specifically, the boundaries must be withinwords/sentences, ... smaller col-lections (Deerwester et al., 1990), text segmenta-tion (Brants et al., 2002), and text classification(Wu and Gunopulos, 2002).The Probabilistic Latent Semantic Analysismodel (PLSA)...
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Experiments With People Revelations From Social Psychology pptx
... the physician.Nonetheless, the patient's intimate acquaintance with the disease does notprovide him with deep knowledge of how the disease developed, how it willprogress, ... ratings, despite beingfamiliar with what it was like to rate her suitability for a job. In contrast, theresearchers, despite being unfamiliar with what it was like to rate ... doshowcase make a prize package. Enjoy!Please visit our website at: http://www.experimentswithpeople.comREFERENCESAronson, E., Wilson, T. D., & Brewer, M. B. (1998). Experimentation...
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Tài liệu Formatting Text Fields with Cascading Style Sheets pdf
... margin-left (marginLeft) • margin-right (marginRight) • text- align (textAlign) • text- decoration (textDecoration) • text- indent (textIndent) NOTE For a complete listing of acceptable values ... how text displayed in a dynamic text field should be formatted. The CSS can be defined internally within a movie using ActionScript, or can exist externally from Flash in a text document with ... this style sheet to a text field, you simply set that text field's styleSheet property like this: myTextField_txt.styleSheet = myStyleSheet; Now, whenever any text loaded into that...
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Tài liệu Báo cáo khoa học: "Unsupervised Semantic Role Induction with Global Role Ordering" doc
... about the expected semantic role se-quence. Sentence a is in active voice with sequence(A0, P REDICA T E, A1) and sentence b is in passivevoice with sequence (A1, P R EDICAT E, A0). Addi-tional ... not participate in the globalrole ordering. Interval An interval is a sequence of SRs boundedby PRs, for instance (P2, S3, S5, P RED). Ordering An ordering is the sequence of PRs ob-served ... its voice, an ordering is selected froma multinomial. This ordering gives us the sequenceof PRs (P R1, PR2, , P RN). Each pair of consec-utive PRs, P Ri, P Ri+1, in an ordering correspondsto...
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Tài liệu Báo cáo khoa học: "Integrating Syntactic Priming into an Incremental Probabilistic Parser, with an Application to Psycholinguistic Modeling" ppt
... sister to another. Here, we ex-plored a probabilistic variant of the copy mecha-nism, along with two more general models basedon within- and between -sentence priming. Al-though the copy mechanism ... probabilis-tic parser. Three models are compared,which involve priming of rules betweensentences, within sentences, and withincoordinate structures. These models sim-ulate the reading time advantage ... albeit with PCFGrules instead of words. For our first model, thiscontext is the previous sentence. Thus, the modelcan be said to capture the degree to which rule useis primed between sentences....
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Tài liệu Báo cáo khoa học: "Using Error-Correcting Output Codes with Model-Refinement to Boost Centroid Text Classifier" ppt
... J. Boosting to Correct Inductive Bias in Text Classification. CIKM. 2002, 348-355 Rennie, J. and Rifkin, R. Improving multiclass text classification with the support vector machine. In MIT. ... with each other. ∑=∈icdiidcC1 (1) ⎟⎟⎠⎞⎜⎜⎝⎛⋅=22maxargiiiCdCdcc (2) For example, the single-topic documents involved with “sport” or “education” can meet with ... 97-104 Ghani, R. Using error-correcting codes for text classification. ICML. 2000 Ghani, R. Combining labeled and unlabeled data for multiclass text categorization. ICML. 2002 Han, E. and Karypis,...
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Tài liệu Báo cáo khoa học: "Learning with Unlabeled Data for Text Categorization Using Bootstrapping and Feature Projection Techniques" doc
... them centroid-contexts because they are regarded as contexts with the core meaning of each category. From the centroid-contexts, we can gain many words contextually co-occurred with the title ... context similarities As similar words tend to appear in similar contexts, we can compute the similarity by using contextual information. Words and contexts play complementary roles. Contexts ... similarities among contexts. The rows of CSMn correspond to the remaining contexts and the columns to the centroid-contexts. In this paper, the number of input contexts of row and column...
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Tài liệu Báo cáo khoa học: "INTEGRATING WITH WORD BOUNDARY IDENTIFICATION SENTENCE UNDERSTANDING" docx
... sentence rather than a collection of cor- rectly pre-segmented words. It performs word boundary disambiguation concurrently with sentence understanding. In our investigation, we focus on sentences ... boundary ambiguities and the other for sentence understand- ing. Ours combine these two functions together, performing word boundary identification alongside with sentence under- standing. We will ... randomness in response to how happy the system is with its currently built structures. ACKNOWLEDGMENTS This paper will not be in its present form without the invaluable input from Dr. Martha Palmer....
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Tài liệu Painting with print: Incorporating concepts of typographic and layout design into the text of legal writing documents docx
... “line leading” in documents.73 As used in this context, “leading” is synonymous with spacing between lines of text. Pronounce leading to rhyme with “sledding” because it derives from the chemical ... regard to any other item on the page.” Alignment concerns lining the text up with a vertical line somewhere on the page. With text, the three common alignments are “right aligned,” “centered,” ... Proportionally spaced fonts also dispense with the need for two spaces after ending punctuation. The reader can see the end of one sentence and beginning of another without the second space. Historically,...
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Tài liệu Báo cáo khoa học: "Predicting the fluency of text with shallow structural features: case studies of machine translation and human-written text" doc
... two sentences with different fluencyassessment. In this setting, the question being ad-dressed is Can sentences with differing fluency bedistinguished?, without regard to the sources ofthe sentence. ... correlated with fluency,but the association was lower than for the directcount without normalization.Parse tree depth is the final feature correlated with fluency with correlation above 0.1.4 Experiments ... the same text. The pre-diction becomes better when the texts being com-pared exhibit larger difference in fluency quality.Admittedly, our pilot experiments with humanassessment of text quality...
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- was recently identified in human peripheral blood monocytes treated with monocyte chemotactic protein 1 mcp1 and in human monocytederived macrophages stimulated with interleukin il1b these experiments revealed that the gene undergoes rapid and potent
- probabilistic text structuring experiments
- experiments with interactive questionanswering
- a bottomup approach to sentence ordering
- sentence ordering driven by local and global
- experiments with interactive question answering
- kernel based discourse relation recognition with temporal ordering information
- sentence ordering driven by local and global coherence for summary generation
- improving probabilistic latent semantic analysis with principal component analysis
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