| 2014 | Special Track on Culture-Aware AI System. | Colette Faucher |
| 2014 | Linguistic Style and Social Historical Context: An Automated Linguistic Analysis of Mao Zedong's Speeches. | Ying Duan, Nia M. Dowell, Arthur C. Graesser, Haiying Li |
| 2014 | Clustering Spectral Filters for Extensible Feature Extraction in Musical Instrument Classification. | Patrick J. Donnelly, John W. Sheppard |
| 2014 | An Approach for Constructing Reliable Social Agent Based Systems Considering Dynamic Environment and Other Factors Affecting Their Progress. | Inderjeet Singh Dogra, Ziad Kobti |
| 2014 | Emotional Rollercoasters: Day Differences in Affect Incidence during Learning. | Sidney K. D'Mello |
| 2014 | Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data. | David J. Dittman, Taghi M. Khoshgoftaar, Randall Wald, Amri Napolitano |
| 2014 | Part of Speech Induction from Distributional Features: Balancing Vocabulary and Context. | Vivek V. Datla, King-Ip (David) Lin, Max M. Louwerse |
| 2014 | Developing Component Scores from Natural Language Processing Tools to Assess Human Ratings of Essay Quality. | Scott A. Crossley, Danielle S. McNamara |
| 2014 | Learning Probabilistic Relational Models Using Non-Negative Matrix Factorization. | Anthony Coutant, Philippe Leray, Hoel Le Capitaine |
| 2014 | SemMemDB: In-Database Knowledge Activation. | Yang Chen, Milenko Petrovic, Micah Clark |
| 2014 | Common and Common-Sense Knowledge Integration for Concept-Level Sentiment Analysis. | Erik Cambria, Newton Howard |
| 2014 | Special Track on Robotics. | Rebecca Caldwell, LaVonne Manning |
| 2014 | Analyzing the Effect of Communicative Evidence in a Bayesian System for Grouped Bar Chart Message Recognition. | Richard Burns, Sandra Carberry, Stephanie Elzer Schwartz |
| 2014 | The Author Perspective Model for Classifying Deontic Modality in Events. | David B. Bracewell, David Hinote, Sean Monahan |
| 2014 | HPSG Grammar for Arabic Coordination Experimented with LKB System. | Sirine Boukedi, Kais Haddar |
| 2014 | Special Track on Data Mining. | David Bisant, William Eberle |
| 2014 | Assuming Facts Are Expressed More Than Once. | Justin Betteridge, Alan Ritter, Tom M. Mitchell |
| 2014 | Implementation of a Transformation System for Relational Probabilistic Knowledge Bases Simplifying the Maximum Entropy Model Computation. | Christoph Beierle, Markus Hhnerbach, Marcus Marto |
| 2014 | Observations on the Minimality of Ranking Functions for Qualitative Conditional Knowledge Bases and Their Computation. | Christoph Beierle, Rita Hermsen, Gabriele Kern-Isberner |
| 2014 | Special Track on Intelligent Autonomous Systems. | Roman Bartk, David Obdrzlek |
| 2014 | On Autonomous Landing of AR.Drone: Hands-On Experience. | Roman Bartk, Andrej Hrasko, David Obdrzlek |
| 2014 | ERMO-DG: Evolving Region Moving Object Dataset Generator. | Berkay Aydin, Rafal A. Angryk, Karthik Ganesan Pillai |
| 2014 | Steps Towards Adaptive Psychomotor Instruction. | Charles Amburn, Benjamin S. Goldberg, Keith W. Brawner |
| 2014 | Probabilistic Failure Isolation for Cognitive Robots. | Dogan Altan, Sanem Sariel Talay |
| 2014 | Action Classification Using Sequence Alignment and Shape Context. | Sultan Almotairi, Eraldo Ribeiro |