| D09-1018 | supervised framework , we use Iterative | Collective Classification | ( ICA ) , which facilitates machine |
| D12-1053 | sentences were considered for | collective classification | . The cost value was set to 500 |
| H05-1056 | Further , it is not clear if a | collective classification | approach can scale to modeling |
| H05-1043 | subtasks is cast as an unsupervised | collective classification | problem and solved using the |
| P11-1151 | outputs of machine learners into | collective classification | algorithms . Our experimental |
| N12-1093 | which they view as an instance of | collective classification | ( Barzilay and La - pata , 2005 |
| N06-1027 | discussion threads using similar | collective classification | ap - proaches . We next discuss |
| P11-1151 | with network structures , where | collective classification | can yield better performance |
| P11-1151 | Congressional floor - debate transcripts . | Collective classification | techniques are used to take advantage |
| D09-1018 | paradigms are used : a supervised | collective classification | framework and an unsupervised |
| P10-2054 | ting , the role-filling task is a | collective classification | problem , since we know each |
| D09-1018 | and Jensen , 2000 ) , which is a | collective classification | algorithm shown to perform consistently |
| D13-1077 | Translate . <title> Cascading | Collective Classification | for Bridging Anaphora Using a |
| P11-1151 | provide a formal definition of | collective classification | and describe the ConVote corpus |
| E14-1040 | structure , we utilize an approximate | collective classification | algorithm , loopy belief propagation |
| N06-1027 | describe a dependency-network based | collective classification | method to classify email speech |
| P11-1151 | approaches based on three alternative | collective classification | algorithms ( Section 3 ) . We |
| P11-1151 | from its observed attributes . | Collective classification | whether a given pair of instances |
| D12-1082 | 2010 ) studied hierarchical and | collective classification | using 92 types , and FIGER ( |
| P11-1151 | sentiment classification . <title> | Collective Classification | of Congressional Floor-Debate |
