Graph-based Methods for Natural Language Processing (2007)

Proceedings of the Second Workshop on TextGraphs: Graph-Based Algorithms for Natural Language Processing
Chris Biemann | Irina Matveeva | Rada Mihalcea | Dragomir Radev

Analysis of the Wikipedia Category Graph for NLP Applications
Torsten Zesch | Iryna Gurevych

Multi-level Association Graphs - A New Graph-Based Model for Information Retrieval
Hans Friedrich Witschel

Extractive Automatic Summarization: Does more Linguistic Knowledge Make a Difference?
Daniel S. Leite | Lucia H. M. Rino | Thiago A. S. Pardo | Maria das Graças V. Nunes

Timestamped Graphs: Evolutionary Models of Text for Multi-Document Summarization
Ziheng Lin | Min-Yen Kan

Unigram Language Models using Diffusion Smoothing over Graphs
Bruno Jedynak | Damianos Karakos

Transductive Structured Classification through Constrained Min-Cuts
Kuzman Ganchev | Fernando Pereira

Latent Semantic Grammar Induction: Context, Projectivity, and Prior Distributions
Andrew M. Olney

Learning to Transform Linguistic Graphs
Valentin Jijkoun | Maarten de Rijke

Semi-supervised Algorithm for Human-Computer Dialogue Mining
Calkin S. Montero | Kenji Araki

Correlations in the Organization of Large-Scale Syntactic Dependency Networks
Ramon Ferrer i Cancho | Alexander Mehler | Olga Pustylnikov | Albert Díaz-Guilera

DLSITE-2: Semantic Similarity Based on Syntactic Dependency Trees Applied to Textual Entailment
Daniel Micol | Óscar Ferrández | Rafael Muñoz | Manuel Palomar

How Difficult is it to Develop a Perfect Spell-checker? A Cross-Linguistic Analysis through Complex Network Approach
Monojit Choudhury | Markose Thomas | Animesh Mukherjee | Anupam Basu | Niloy Ganguly

Vertex Degree Distribution for the Graph of Word Co-Occurrences in Russian
Victor Kapustin | Anna Jamsen