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SIGDIAL '11: Proceedings of the SIGDIAL 2011 Conference
2011 Proceeding
Publisher:
  • Association for Computational Linguistics
  • N. Eight Street, Stroudsburg, PA, 18360
  • United States
Conference:
Portland Oregon June 17 - 18, 2011
ISBN:
978-1-937284-10-7
Published:
17 June 2011

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Abstract

It is our great pleasure to present the Proceedings of the SIGDIAL 2011 Conference, the 12th Annual Meeting of the Special Interest Group on Discourse and Dialogue. The conference is held in Portland, Oregon, June 17-18, 2011, co-located with the ACL conference.

We received 68 paper submissions: 51 as long papers, 17 as short papers. The members of the Program Committee did a superb job in reviewing the submitted papers, providing helpful comments and contributing to discussions when required. We wish to thank all of them for their advice in selecting the accepted papers and for helping to maintain the high quality of the program. Special thanks go to Nicholas Asher, Dan Bohus, Deborah Dahl, Curry Guinn, Staffan Larsson, Andrei Popescu-Belis, and Antoine Raux for helping out with last minute review requests. Many submissions received strong recommendations from the Program Committee. In line with the SIGDIAL tradition, our aim has been to create a balanced program that could accommodate as many favorably rated papers as possible. Of the 68 submissions, 36 were accepted: 18 of 51 long paper submissions papers were accepted as full papers for plenary presentation, 7 were accepted as long papers for poster presentation, and 5 were accepted as short papers for poster presentation. In addition, 6 of the 17 short paper submissions were accepted for poster presentation, for a total of 18 posters. Of special note this year, four papers were accepted as part of a Special Theme on situated dialogue. In addition, 7 of the 8 demo submissions were presented; the 8th was accepted but withdrawn.

This year, the review process continued the mentoring program that was initiated last year, and was coordinated by Ronnie Smith. The mentoring goal is to assist authors of papers that contain innovative ideas to improve their quality regarding English language usage or paper organization. Compared with the first year, reviewers accepted fewer papers that required mentoring, but we hope the initiative will continue and expand.

research-article
Strategic conversation
Page 1

Models of conversation that rely on a robust notion of cooperation don't model dialogues where the agents' goals conflict; for instance, negotiation over restricted resources, courtroom cross examination and political debate. We aim to provide a ...

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Spoken Dialog Challenge 2010: comparison of live and control test results
Pages 2–7

The Spoken Dialog Challenge 2010 was an exercise to investigate how different spoken dialog systems perform on the same task. The existing Let's Go Pittsburgh Bus Information System was used as a task and four teams provided systems that were first ...

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Free
Which system differences matter?: using l1/l2 regularization to compare dialogue systems
Pages 8–17

We investigate how to jointly explain the performance and behavioral differences of two spoken dialogue systems. The Join Evaluation and Differences Identification (JEDI), finds differences between systems relevant to performance by formulating the ...

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Free
A two-stage domain selection framework for extensible multi-domain spoken dialogue systems
Pages 18–29

This paper describes a general and effective domain selection framework for multi-domain spoken dialogue systems that employ distributed domain experts. The framework consists of two processes: deciding if the current domain continues and estimating the ...

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Free
A comparison of latent variable models for conversation analysis
Pages 30–38

With the evolution of online communication methods, conversations are increasingly handled via email, internet forums and other such methods. In this paper, we attempt to model lexical information in a context sensitive manner, encoding our belief that ...

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Free
Toward learning and evaluation of dialogue policies with text examples
Pages 39–48

We present a dialogue collection and enrichment framework that is designed to explore the learning and evaluation of dialogue policies for simple conversational characters using textual training data. To facilitate learning and evaluation, our framework ...

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Free
The impact of task-oriented feature sets on HMMs for dialogue modeling
Pages 49–58

Human dialogue serves as a valuable model for learning the behavior of dialogue systems. Hidden Markov models' sequential structure is well suited to modeling human dialogue, and their theoretical underpinnings are consistent with the conception of ...

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Free
Spoken dialogue system based on information extraction using similarity of predicate argument structures
Pages 59–66

We present a novel scheme of spoken dialogue systems which uses the up-to-date information on the web. The scheme is based on information extraction which is defined by the predicate-argument (P-A) structure and realized by semantic parsing. Based on ...

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Common ground and perspective-taking in real-time language processing
Page 67

Successful communication would seem to require that speakers and listeners distinguish between their own knowledge, commitments and intentions, and those of their interlocutors. A particularly important distinction is between shared knowledge (common ...

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Free
Giving instructions in virtual environments by corpus based selection
Pages 68–77

Instruction giving can be used in several applications, ranging from trainers in simulated worlds to non player characters for virtual games. In this paper we present a novel algorithm for rapidly prototyping virtual instruction-giving agents from human-...

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Free
Optimising natural language generation decision making for situated dialogue
Pages 78–87

Natural language generators are faced with a multitude of different decisions during their generation process. We address the joint optimisation of navigation strategies and referring expressions in a situated setting with respect to task success and ...

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Free
Regulating dialogue with gestures: towards an empirically grounded simulation with conversational agents
Pages 88–97

Although not very well investigated, a crucial aspect of gesture use in dialogues is to regulate the organisation of the interaction. People use gestures decisively, for example to indicate that they want someone to take the turn, to 'brush away' what ...

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Free
Multiparty turn taking in situated dialog: study, lessons, and directions
Pages 98–109

We report on an empirical study of a multiparty turn-taking model for physically situated spoken dialog systems. We present subjective and objective performance measures that show how the model, supported with a basic set of sensory competencies and ...

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Free
Stability and accuracy in incremental speech recognition
Pages 110–119

Conventional speech recognition approaches usually wait until the user has finished talking before returning a recognition hypothesis. This results in spoken dialogue systems that are unable to react while the user is still speaking. Incremental Speech ...

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Free
Predicting the micro-timing of user input for an incremental spoken dialogue system that completes a user's ongoing turn
Pages 120–129

We present the novel task of predicting temporal features of continuations of user input, while that input is still ongoing. We show that the remaining duration of an ongoing word, as well as the duration of the next can be predicted reasonably well, ...

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Free
An empirical evaluation of a statistical dialog system in public use
Pages 130–141

This paper provides a first assessment of a statistical dialog system in public use. In our dialog system there are four main recognition tasks, or slots -- bus route names, bus-stop locations, dates, and times. Whereas a conventional system tracks a ...

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Free
"The day after the day after tomorrow?": a machine learning approach to adaptive temporal expression generation: training and evaluation with real users
Pages 142–151

Generating Temporal Expressions (TE) that are easy to understand, unambiguous, and reasonably short is a challenge for humans and Spoken Dialogue Systems. Rather than developing hand-written decision rules, we adopt a data-driven approach by collecting ...

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Free
Detecting levels of interest from spoken dialog with multistream prediction feedback and similarity based hierarchical fusion learning
Pages 152–161

Detecting levels of interest from speakers is a new problem in Spoken Dialog Understanding with significant impact on real world business applications. Previous work has focused on the analysis of traditional acoustic signals and shallow lexical ...

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Free
Exploring user satisfaction in a tutorial dialogue system
Pages 162–172

User satisfaction is a common evaluation metric in task-oriented dialogue systems, whereas tutorial dialogue systems are often evaluated in terms of student learning gain. However, user satisfaction is also important for such systems, since it may ...

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Free
Modeling and predicting quality in spoken human-computer interaction
Pages 173–184

In this work we describe the modeling and prediction of Interaction Quality (IQ) in Spoken Dialogue Systems (SDS) using Support Vector Machines. The model can be employed to estimate the quality of the ongoing interaction at arbitrary points in a spoken ...

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Free
Topics as contextual indicators for word choice in SMS conversations
Pages 185–193

SMS dictation by voice is becoming a viable alternative providing a convenient method for texting in a variety of environments. Contextual knowledge should be used to improve performance. We propose to add topic knowledge as part of the contextual ...

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Free
Multilingual annotation and disambiguation of discourse connectives for machine translation
Pages 194–203

Many discourse connectives can signal several types of relations between sentences. Their automatic disambiguation, i.e. the labeling of the correct sense of each occurrence, is important for discourse parsing, but could also be helpful to machine ...

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Free
Commitments to preferences in dialogue
Pages 204–215

We propose a method for modelling how dialogue moves influence and are influenced by the agents' preferences. We extract constraints on preferences and dependencies among them, even when they are expressed indirectly, by exploiting discourse structure. ...

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Free
Using performance trajectories to analyze the immediate impact of user state misclassification in an adaptive spoken dialogue system
Pages 216–226

We present a method of evaluating the immediate performance impact of user state misclassifications in spoken dialogue systems. We illustrate the method with a tutoring system that adapts to student uncertainty over and above correctness. First we ...

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Free
Comparing triggering policies for social behaviors
Pages 227–238

Instructional efficacy of automated Conversational Agents designed to help small groups of students achieve higher learning outcomes can be improved by the use of social interaction strategies. These strategies help the tutor agent manage the attention ...

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Free
Facilitating mental modeling in collaborative human-robot interaction through adverbial cues
Pages 239–247

Mental modeling is crucial for natural human-robot interactions (HRI). Yet, effective mechanisms that enable reasoning about and communication of mental states are not available. We propose to utilize adverbial cues, routinely employed by humans, for ...

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Free
Embedded wizardry
Pages 248–258

This paper presents a progressively challenging series of experiments that investigate clarification subdialogues to resolve the words in noisy transcriptions of user utterances. We focus on user utterances where the user's specific intent requires ...

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Free
Toward construction of spoken dialogue system that evokes users' spontaneous backchannels
Pages 259–265

This paper addresses a first step toward a spoken dialogue system that evokes user's spontaneous backchannels. We construct an HMM-based dialogue-style text-to-speech (TTS) system that generates human-like cues that evoke users' backchannels. A spoken ...

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Free
Learning to balance grounding rationales for dialogue systems
Pages 266–271

This paper reports on an experiment that investigates clarification subdialogues in intentionally noisy speech recognition. The architecture learns weights for mixtures of grounding strategies from examples provided by a human wizard embedded in the ...

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Free
An annotation scheme for cross-cultural argumentation and persuasion dialogues
Pages 272–278

We present a novel annotation scheme for cross-cultural argumentation and persuasion dialogues. This scheme is an adaptation of existing coding schemes on negotiation, following a review of literature on cross-cultural differences in negotiation styles. ...

Contributors
  • The University of Edinburgh
  • University of Southern California
  • Michigan State University
  • Pennsylvania State University
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Acceptance Rates

Overall Acceptance Rate 19 of 46 submissions, 41%
YearSubmittedAcceptedRate
SIGdial '08461941%
Overall461941%