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DMNLP@PKDD/ECML 2014: Nancy, France

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Peggy Cellier, Thierry Charnois, Andreas Hotho, Stan Matwin, Marie-Francine Moens, Yannick Toussaint:
Proceedings of the 1st International Workshop on Interactions between Data Mining and Natural Language Processing co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, DMNLP@PKDD/ECML 2014, Nancy, France, September 15, 2014. CEUR Workshop Proceedings 1202, CEUR-WS.org 2014

Regular Papers

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  - conf/pkdd/BanckenAD14
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Wouter Bancken, Daniele Alfarone, Jesse Davis:
Automatically Detecting and Rating Product Aspects from Textual Customer Reviews. 1-16
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Luigi Di Caro, Guido Boella:
Mining Meaning from Text by Harvesting Frequent and Diverse Semantic Itemsets. 17-32
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Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens:
Text Mining for Open Domain Semi-Supervised Semantic Role Labeling. 33-48
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  - conf/pkdd/GabrielPJ14
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Alexander Gabriel, Heiko Paulheim, Frederik Janssen:
Learning Semantically Coherent Rules. 49-63
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  - conf/pkdd/HaralambousL14
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Yannis Haralambous, Philippe Lenca:
Text Classification Using Association Rules, Dependency Pruning and Hyperonymization. 65-80
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  - conf/pkdd/HassanCT14
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Mohsen Hassan, Adrien Coulet, Yannick Toussaint:
Learning Subgraph Patterns from text for Extracting Disease - Symptom Relationships. 81-96
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Ivan Ivek:
Interpretable Low-rank Document Representations with Label-dependent Sparsity Patterns. 97-112
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Pratibha Rani, Vikram Pudi, Dipti Misra Sharma:
TagMiner: A Semisupervised Associative POS Tagger Effective for Resource Poor Languages. 113-128
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Isabelle Tellier, Zineb Makhlouf, Yoann Dupont:
Sequential Patterns of POS Labels Help to Characterize Language Acquisition. 129-142

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