Weight matrix
Related Topics

1Spin model +

2Seed words +

3Lexical network +

4Label propagation +

5Trivial solution +
Experts

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Publications (14)

1Imbalanced Classification Using Dictionarybased Prototypes and Hierarchical Decision Rules for Entity Sense Disambiguationtr[VTFTF(D−W)FFTV], (5) where W = [wij ] denotes the n × n weight matrix with wij defining the degree of “closeness” or “similarity”...

2Statistical Mechanical Analysis of Semantic Orientations on Lexical Networkby removing the largest eigenvalue component from the weight matrix. Experimental results show that the scheme significantly...

3Metric Learning for GraphBased Domain Adaptationinstance indicator S, neighborhood size k Output: Graph edge weight matrix, W 1: A←MetricLearner(X ,S,Y ) 2: W ← ConstructKnnGraph(X...

4PNR2: Ranking Sentences with Positive and Negative Reinforcement for QueryOriented Update Summarizationfrom SB to SA. = 22 11 αβ βα W is a weight matrix to balance the reinforcement among different sentences...

5Manual Corpus Annotation: Giving Meaning to the Evaluation Metrics2012  Yann Mathet,Antoine Widlöcher,Karën Fort,Claire François,Olivier Galibert,Cyril Grouin,Juliette Kahn,Sophie Rosset,Pierre Zweigenbaumforgiving weight matrix, while WKappa2 is set with a less forgiving one, and is very close to GM whose weight matrix is datadriven...

6Finding Thoughtful Comments from Social Media2012  Swapna Gottipati,Xing Jiang(4) where Z(x,w) = ∑ y∈Y exp(wTyx). Here w is a weight matrix and wy is the weight vector corresponding to class y,...

7Factored Language Model based on Recurrent Neural NetworkThe weight of each factor is represented in connection weight matrix U . Therefore, it can address the optimization problem...

8Fast Generation of Abstracts from General Domain Text Corpora by Extracting Relevant Sentences1996  Klaus ZechnerTake an arl;Me fl'om the corl)uS 5 and lmild a word weight; matrix for all contellt words across all sentences (l;f*idf...

9Tweet Ranking Based on Heterogeneous Networks2012  Hongzhao Huang,Arkaitz Zubiaga,Heng Ji,Hongbo Deng,Tong Wang,Hieu Le,Tarek Abdelzaher,Jiawei Han,Alice Leung,John Hancock,Clare Vossuv ∈ RU ×V  (or W vu ∈ RV ×U ) to denote the weight matrix between U and V . Note that W uv ∈ RU ×V  is the transpose...

10Committeebased Decision Making in Probabiiistic Partial Parsing2000  Takashi Inui,Kentaro Inuimodel Mk transforms an input matrix given by MI~ to a weight matrix WaG The majority flmction then combines all the given...