CALL FOR PAPERS
EACL 2012 Workshop on Computational Approaches to Deception Detection
We are pleased to announce the workshop on Computational approaches to Deception Detection to be held in conjunction with the main EACL 2012 conference in Avignon, France on April 23, 2012.
The ability to detect deceptive statements has broad applications in law enforcement, business, national security, human resources, advertising, and in predatory communications, including Internet scams, identity theft, and fraud. Deceptive communications may come from a variety of spoken and written sources, including police interviews, legal depositions and testimony, online postings, email, witness and suspect statements, and coded conversations.
The empirical study of deception in language dates at least from Undeutsch (1954, 1989), who hypothesized that “there are certain relatively exact, definable, descriptive criteria that form a key tool for the determination of the truthfulness of statements”. Reviews from the field of psychology indicate that many types of deception can be identified because the liar’s behavior -- verbal, visual, and physiological -- varies considerably from that of the truth teller’s. Even so, humans are notoriously poor at spotting deception, with accuracy rates at the level of chance. Can machines do better?
Several areas of natural language processing are ripe to address the descriptive criteria associated with deception, including text classification, spoken language processing, sentiment analysis, discourse, and pragmatics. New approaches might combine information from different modalities, for example, computational approaches to the analysis of facial expressions may also impinge on the identification of deceptive language. A spate of recent NLP papers on the classification of narratives as true/false suggests that the field is ready to open up to this promising application.
The workshop on Computational Approaches to Deception Detection, sponsored by the European chapter of the Association for Computational Linguistics (EACL), invites contributions from the NLP community as well as participation from researchers who deal with deception detection from different perspectives, including psychology, neuroscience, and human-computer interaction. The workshop is part of the EACL 2012 conference to be held in Avignon, France April 23-27, 2012.
* Classification techniques for identifying deceptive language
* Corpora for testing judgments of deceptive language
* Corpus annotation for deception cues
* Corpus annotation for ground truth
* Gathering data from forensic contexts
* Online deception
* Relationships between deceptive language, autonomic responses, and facial expressions
* Relationships between deceptive language and neuroimaging
* Comparing human to machine performance in deception detection
* Portability of deception models to languages other than English
* Applications of deception detection
* Fraud detection
Jan 27, 2012 Paper due date
Feb 24, 2012 Notification of acceptance
Mar 09, 2012 Camera-ready deadline
Apr 23, 2012 Workshop on Computational Approaches to Deception Detection
Submission instructions, EACL Stylefiles, and further information on the workshop are at
Claire Cardie, Cornell University
Rajarathnam Chandramouli, Stevens Institute of Technology
Jeffrey F. Cohn, University of Pittsburgh
Carole Chaski, Institute for Linguistic Evidence
Jeffrey Hancock, Cornell University
Julia Hirschberg, Columbia University
Thomas O. Meservy, University of Memphis
Rada Mihalcea, University of North Texas
Kevin Moffitt, Rutgers University
Isabel Picornell, Aston University and QED Ltd.
Massimo Poesio, University of Trento
Eugene Santos, Dartmouth University
Carlo Strapparava, Fondazione Bruno Kessler (FBK)
Koduvayur Subbalakshmi, Stevens Institute of Technology
Douglas Twitchell, Illinois State University
Scott Weems, Center for Advanced Study of Language, University of Maryland
Eileen Fitzpatrick. Montclair State University, Montclair NJ USA
Joan Bachenko, Linguistech Consortium, Oxford NJ USA
Tommaso Fornaciari, Central Anticrime Directorate of Italian National Police
& University of Trento, Center for Mind/Brain Sciences, Rovereto (TN), Italy