Shallow Dialogue Processing Using Machine Learning Algorithms (or not)

This paper presents a shallow dialogue analysis model, aimed at human-human dialogues in the context of staff or business meetings. Four components of the model are defined, and several machine learning techniques are used to extract features from dialogue transcripts: maximum entropy classifiers for dialogue acts, latent semantic analysis for topic segmentation, or decision tree classifiers for discourse markers. A rule-based approach is proposed for solving cross-modal references to meeting documents. The methods are trained and evaluated thanks to a common data set and annotation format. The integration of the components into an automated shallow dialogue parser opens the way to multimodal meeting processing and retrieval applications.

Theory after Dialogue: Christian-Muslim Engagement Today and Tomorrow

The phenomenon of Christian–Muslim dialogue has had a very chequered history. At varying times, three broad modes of engagement can be said to have operated: antipathy, affinity and inquiry, and these three modes can be found still in today's world. In some places, hostility and antipathy abound. In others, voices and actions express cordial friendship, détente and affinity. In this latter climate, the prospect of engagement in mutual inquiry and cooperative ventures is not only theoretically possible, but actively pursued, and in the first decade of the twenty-first century, a number of notable initiatives in the arena of mutual inquiry have taken place. This article addresses aspects of the context and development of Christian–Muslim dialogue as a modern phenomenon, and then turns to a review of three twenty-first century developments – the Building Bridges seminar series; the Stuttgart-based Christian–Muslim Theological Forum and the “Common Word” letter. It also reflects on the models and theology of dialogue, including not only theology for dialogue, but also theology in and – importantly – after dialogue.

Equal Partners in Dialogue? Participation Equality in a Transnational Deliberative Poll (Europolis)

By gathering a representative sample of citizens from all 27 EU Member States, the deliberative poll Europolis created the opportunity for the inclusion of a wide variety of European voices. Taking up claims of difference democrats who argue that informal hurdles to participation can endure even after individuals gain formal access to the floor, this article argues for an extended approach to evaluate equality in deliberative minipublics. Specifically, it assesses whether participants contributed in roughly equal measures to the discussion and whether their discussion partners considered their contributions on equal merits. In doing so, the article adds to the small but growing literature on deliberation that expresses reservations about taking the willingness to engage with others' claims for granted. In order to account for the intrinsically relational aspect of interpersonal communication, measures of social network analysis are introduced as possible tools to evaluate participation equality in deliberative encounters.

The Silent Reform of Swiss Federalism: The New Constitutional Articles on Education

This article examines the decision-making process leading to the new constitutional articles on education in Switzerland. It analyzes how actors from both state levels (Confederation and cantons) could reach consensus in a process that was prone to a "joint-decision trap". To that end, we hypothesize which factors may be conducive to a "problem-solving" style of policy-making in a compulsory negotiation system. Rich empirical material from various sources supports our theoretical arguments: We show that shared beliefs and a common frame of reference, the procedural separation between constitutional and distributional issues, neutral brokers, and informal structures were all beneficial to the success of the reform project.