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Issues in Communication Game
As interaction between autonomous agents, communication can be analyzed in game-theoretic terms. Meaning game is proposed to formalize the core of intended communication in which the sender sends a message …...
Discourse Annotation and Semantic Annotation in the GNOME corpus
The GNOME corpus was created to study the dis- course and semantic properties of discourse entities that affect their realization and interpretation, and particularly salience. We discuss what information was …...
Empirical Verification of Meaning-Game-based Generalization of Centering Theory with Large Japanese Corpus
Centering theory (Grosz et al., 1995) tries to explain relations among attention, anaphora, and cohesion. It has two theoretical limitations. The first is the lack of a principle behind these …...
Text Analysis for Automatic Image Annotation
We present a novel approach to automati- cally annotate images using associated text. We detect and classify all entities (persons and objects) in the text after which we de- termine …...
Pronoun Anaphora Resolution for Automatic Correction of Grammatical Errors (Correction automatique par résolution d’anaphores pronominales) [in French]
. This article relates work done in order to expand the performance of a commercial French grammar checker. We try to achieve the correction of errors only detectable when an …...
Visualizing and Understanding Neural Models in NLP
While neural networks have been successfully applied to many NLP tasks the resulting vector- based models are very difficult to interpret. For example it’s not clear how they achieve compositionality, …...
Grouping business news stories based on salience of named entities
AbstractIn news aggregation systems focused on broad news domains, certain stories may appear in multiple articles. Depending on the relative importance of the story, the number of versions can reach …...
Compressive Summarization with Plausibility and Salience Modeling
AbstractCompressive summarization systems typically rely on a seed set of syntactic rules to determine under what circumstances deleting a span is permissible, then learn which compressions to actually apply by …...
Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports
AbstractDifferent linguistic expressions can conceptualize the same event from different viewpoints by emphasizing certain participants over others. Here, we investigate a case where this has social consequences: how do linguistic …...
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
AbstractDespite the seeming success of contemporary grounded text generation systems, they often tend to generate factually inconsistent text with respect to their input. This phenomenon is emphasized in tasks like …...