| Vol-1202 urn:nbn:de:0074-1202-3 Copyright © 2014 for the individual papers by the papers' authors. Copying permitted only for private and academic purposes. This volume is published and copyrighted by its editors.

# DMNLP 2014
Interactions between Data Mining and Natural Language Processing

### 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 (ECML PKDD 2014)

### Nancy, France, September 15, 2014.

Edited by

### Peggy Cellier (1)
Thierry Charnois (2)
Andreas Hotho (3)
Stan Matwin (4)
Marie-Francine Moens (5)
Yannick Toussaint (6)

(1) INSA Rennes, IRISA Campus Beaulieu, 35042 Rennes cedex, France. E-mail: peggy.cellier@irisa.fr
(2) Université Paris 13 Sorbonne Paris Cité, LIPN CNRS, Av J.B. Clément, 93430 Villetaneuse, France. E-mail: Thierry.Charnois@lipn.univ-paris13.fr
(3) University of Würzburg Am Hubland, 97074 Würzburg, Germany. E-mail: hotho@informatik.uni-wuerzburg.de
(4) Faculty of Computer Science, Dalhousie University, 6050 University Ave., P.O. Box 15000, Halifax Nova Scotia, B3H 4R2 Canada. E-mail: stan@cs.dal.ca
(5) Department of Computer Science, KU Leuven, Celestijnenlaan 200A, B-3001 Heverlee, Belgium. E-mail: sien.moens@cs.kuleuven.bex
(6) INRIA Nancy Grand-Est, LORIA 615 Rue du Jardin Botanique, 54600 Villers-lès-Nancy, France. E-mail: Yannick.Toussaint@loria.fr

## Table of Contents

- Preface
- Organization
- Complete proceedings

### Regular Papers

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

### Extented Abstract

- RegExpMiner: Automatically Discovering Frequently Matching Regular Expressions 143-144
  Julien Rabatel, Jérôme Azé, Pascal Poncelet, Mathieu Roche
- NLP-based Feature Extraction for Automated Tweet Classification 145-146
  Anna Stavrianou, Caroline Brun, Tomi Silander, Claude Roux

2014-07-31: submitted by Yannick Toussaint
2014-08-01: published on CEUR-WS.org |valid HTML5|