Session M2R: Parsing

Session chair: Stefan Riezler

Probabilistic CFG with Latent Annotations
Takuya Matsuzaki, Yusuke Miyao, Jun'ichi Tsujii

Probabilistic Disambiguation Models for Wide-Coverage HPSG Parsing
Yusuke Miyao, Jun'ichi Tsujii

Online Large-Margin Training of Dependency Parsers
Ryan McDonald, Koby Crammer, Fernando Pereira

Pseudo-Projective Dependency Parsing
Joakim Nivre, Jens Nilsson

Session M2M: Semantics

Session chair: Walter Daelemans

The Distributional Inclusion Hypotheses and Lexical Entailment
Maayan Geffet, Ido Dagan

Seeing Stars: Exploiting Class Relationships for Sentiment Categorization with respect to Rating Scales
Bo Pang, Lillian Lee

Inducing Ontological Co-occurrence Vectors
Patrick Pantel

Extracting Semantic Orientation of Words using Spin Model
Hiroya Takamura, Takashi Inui, Manabu Okumura

Session M2B: Discourse

Session chair: Massimo Poesio

Modeling Local Coherence: An Entity-Based Approach
Regina Barzilay, Mirella Lapata

Modelling the Substitutability of Discourse Connectives
Ben Hutchinson

Machine Learning for Coreference Resolution: From Local Classification to Global Ranking
Vincent Ng

Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information
Xiaofeng Yang, Jian Su, Chew Lim Tan