... distributional repre- sentations for word meaning in context, using the context to activate relevant exemplars. Comparing representations of context, bag-of-words (BOW) representations are more ... strong clues as to word sense. 5 Conclusions and Outlook This paper reports on work in progress on an ex- emplar activation model as an alternative to one- vector-per -word approaches to word meaning ... current paper computes a representa- tion dynamically for each sentence context, using a simple bag-of-words representation of context. In cognitive science, prototype models predict degree of category...
Ngày tải lên: 30/03/2014, 21:20
... right context: the four words following the query term are used as context 2- left context: the four words preceding the query term are used as context 3- right and left contexts: the best contexts (those ... relies on two tests: whether the meaning of one word entails the other one in some senses of those words, and whether the judges can come up with contexts in which the words are directly sub- stitutable. ... those features used to discover words related to the input (under the assump- tion that words appearing in at least one sig- nificant context are similar to the seed word) . There is also a non-distributional...
Ngày tải lên: 08/03/2014, 21:20
Measuring Word Recognition Using a Picture
... (Pause). Look at the words around the picture (Pause.) Find the biggest word. What is that word? (Students will say, "Table.") A line has been drawn from that word to the TABLE to ... basis of the frequency of word use, complexity of the graphic image, and the meaning of the word. Response Attributes ã Response: Students will look at the picture and the words and then draw lines ... pattern of lining. • Have one example word that is familiar to all students and is bigger than the rest of the words. Difficulty of Items The task will contain words of varying degrees of difficulty,...
Ngày tải lên: 06/09/2013, 11:10
Determining Meaning from Context
... the context of the sentence to determine the meaning of the italicized word. Determining Meaning from Context 2 16 DETERMINING MEANING FROM CONTEXT 23 There are two other types of context clues ... tone. GLOSSARY DENOTATION a word s exact meaning or dictionary definition CONNOTATION a word s implied meaning or emotional impact When you come across an unfamiliar word, the context will often reveal a ... your word base, the more you will comprehend, and the less time you will spend looking up words. Ever since you were learning your first words, you have been determining meaning from context. Context...
Ngày tải lên: 25/10/2013, 17:20
Tài liệu Báo cáo khoa học: "Spelling Correction Using Context*" pdf
... contains 14,703 words. The program detected 684 misspelled words and corrected all of them but two word boundary errors. There were 336 word boundary errors, 263 were split words that were ... program finds all words in the lexicon that have up to k mismatches with the misspelled word. 3. Algorithm for Comparing Two Words This process, given the erroneous string S and the word from the ... ogham pogrom. It used 32,128 words from the lexicon. Out of these 32,128 words, 3,555 words were rejected with the comparison of the second character, 21,281 words were rejected with the...
Ngày tải lên: 20/02/2014, 18:20
Báo cáo khoa học: "Resolving Personal Names in Email Using Context Expansion" pot
... people over time can reveal clues that can be exploited to partially reconstruct that context. We define the contextual space X(m) of a men- tion m as a mixture of 4 types of contexts with λ k as the ... nested) contextual space around the queried mention. We assume that all mentions in an email share the same contextual space. Therefore, we can treat the context of a mention as the context of ... 3.2.2. 3.2.2 Context Reconstruction In this section, we describe how each context is constructed. Local Context: Since this is simply e m , all of the probability mass is assigned to it. Conversational Context: ...
Ngày tải lên: 08/03/2014, 01:20
Báo cáo khoa học: "Boosting Statistical Word Alignment Using Labeled and Unlabeled Data" ppt
... build a word aligner by using both the labeled data and the unlabeled data. Then we build a pseudo reference set for the unlabeled data, and calculate the error rate of each word aligner using ... j is the position index of the target word. j a is the position of the source word aligned to the target word. th j i φ is the number of target words that is aligned to. i e 0 p , are ... ver- tical neighbors. ),( U feR ∪ Error of Word Aligner The third is the calculation of the error of the individual word aligner on each round. For word alignment, a sentence pair is taken...
Ngày tải lên: 08/03/2014, 02:21
HPU Giáo trình tin học phổ thông ICDL Word Processing Using Word 2007
... khi bạn đóng Word. Word sẽ tự động đóng tất cả các văn bản đang mở trước khi tự nó đóng lại. Cách đóng Word 1. Nhấn vào nút Office ở góc trên bên trái. 2. Nhấn vào Exit Word. Nếu Word chứa ... Office. 4. Nhấn vào bảng chọn Microsoft Office Word 2007. Word được mở ra ngay lúc này. 1.1.2 Đóng Word Khi bạn đã hoàn thành công việc trong Word, bạn nên đóng chương trình lại để tiết kiệm ... đều làm việc như nhau trong các chương trình. 1.1.1 Mở Word Bạn có thể mở Word bằng nhiều cách vì có thể có các biểu tượng tắt tới Word, ví dụ trên màn hình máy tính và trên thanh công cụ...
Ngày tải lên: 14/03/2014, 16:51
Báo cáo khoa học: "Cohesion and Collocation: Using Context Vectors in Text Segmentation" pptx
... the context vector method. For instance, the system currently has no mechanism to handle words that it has no context vectors for. Often it is precisely the co-occurrence of uncommon words ... sin- gle words, the vectors of the constituent words are added up. This yields new vectors in the same space, which can again be compared against each other and word vectors. If the word vectors ... (Reynar, 1998). 3 The Method 3.1 Context Vectors The VecTile system is based on the WordSpae~ model of (Schiitze, 1997; Schfitze, 1998). The idea is to represent words by encoding the environments...
Ngày tải lên: 17/03/2014, 07:20
Báo cáo khoa học: "Efficient Unsupervised Discovery of Word Categories Using Symmetric Patterns and High Frequency Words" ppt
... triplets of words and were asked to rank them using the following scale: (1) the words definitely share a significant part of their meaning; (2) the words have a shared meaning but only in some context; ... context; (3) the words have a shared meaning only under a very un- usual context/ situation; (4) the words do not share any meaning; (5) I am not familiar enough with some/all of the words. The 40 ... number of words present in both C and WN divided by N; (2) Precision*: the number of correct words divided by N. Correct words are ei- ther words that appear in the WN subtree, or words whose...
Ngày tải lên: 23/03/2014, 18:20
Báo cáo hóa học: " Research Article Arabic Handwritten Word Recognition Using HMMs with Explicit State Duration" pdf
... avoided when using HMMs with explicit state duration. With classical HMMs: the word (see Figure 8(a))“8 ” was recognized as “9 ”by confusing “8” with “9”; the word (see ... created for each word from the samples labeled by the word identity. With this method we must cope with the problem of insufficient training data. In the IFN/ENIT database [26] some words are relatively ... samples of characters composing the words to be modeled rather than samples of the words themselves. Furthermore, the number of parameters is kept lower because the word models share the parameters...
Ngày tải lên: 22/06/2014, 06:20
CHAPTER 2: WORD MEANING pdf
... sth lasts. Spell 2 (n): #magic; words that are thought to have magic power or to make a piece of magic work, a piece of magic that happens when sb says magic words. 4. To spit(v) To spit 1 ...
Ngày tải lên: 08/08/2014, 10:20