| 2014 | The SJTU System for Dialog State Tracking Challenge 2. | Kai Sun, Lu Chen, Su Zhu, Kai Yu |
| 2014 | Comparative Error Analysis of Dialog State Tracking. | Ronnie W. Smith |
| 2014 | Back to the Blocks World: Learning New Actions through Situated Human-Robot Dialogue. | Lanbo She, Shaohua Yang, Yu Cheng, Yunyi Jia, Joyce Yue Chai, Ning Xi |
| 2014 | The Role of Polarity in Inferring Acceptance and Rejection in Dialogue. | Julian J. Schlder, Raquel Fernndez |
| 2014 | In-depth Exploitation of Noun and Verb Semantics to Identify Causation in Verb-Noun Pairs. | Mehwish Riaz, Roxana Girju |
| 2014 | Markovian Discriminative Modeling for Dialog State Tracking. | Hang Ren, Weiqun Xu, Yonghong Yan |
| 2014 | Out-of-Domain Spoken Dialogs in the Car: A WoZ Study. | Sven Reichel, Jasmin Sohn, Ute Ehrlich, Andr Berton, Michael Weber |
| 2014 | Free on-line speech recogniser based on Kaldi ASR toolkit producing word posterior lattices. | Ondrej Pltek, Filip Jurccek |
| 2014 | Aspectual Properties of Conversational Activities. | Rebecca J. Passonneau, Boxuan Guan, Cho Ho Yeung, Yuan Du, Emma Conner |
| 2014 | Knowledge Acquisition Strategies for Goal-Oriented Dialog Systems. | Aasish Pappu, Alexander I. Rudnicky |
| 2014 | Extractive Summarization and Dialogue Act Modeling on Email Threads: An Integrated Probabilistic Approach. | Tatsuro Oya, Giuseppe Carenini |
| 2014 | Initiative Taking in Negotiation. | Elnaz Nouri, David R. Traum |
| 2014 | Probabilistic Human-Computer Trust Handling. | Florian Nothdurft, Felix Richter, Wolfgang Minker |
| 2014 | Improving Classification-Based Natural Language Understanding with Non-Expert Annotation. | Fabrizio Morbini, Eric Forbell, Kenji Sagae |
| 2014 | A Demonstration of Dialogue Processing in SimSensei Kiosk. | Fabrizio Morbini, David DeVault, Kallirroi Georgila, Ron Artstein, David R. Traum, Louis-Philippe Morency |
| 2014 | Situated Language Understanding at 25 Miles per Hour. | Teruhisa Misu, Antoine Raux, Rakesh Gupta, Ian R. Lane |
| 2014 | Crowdsourcing Street-level Geographic Information Using a Spoken Dialogue System. | Raveesh Meena, Johan Boye, Gabriel Skantze, Joakim Gustafson |
| 2014 | Detecting Inappropriate Clarification Requests in Spoken Dialogue Systems. | Alex Liu, Rose Sloan, Mei-Vern Then, Svetlana Stoyanchev, Julia Hirschberg, Elizabeth Shriberg |
| 2014 | Evaluating a Spoken Dialogue System that Detects and Adapts to User Affective States. | Diane J. Litman, Katherine Forbes-Riley |
| 2014 | Reducing Sparsity Improves the Recognition of Implicit Discourse Relations. | Junyi Jessy Li, Ani Nenkova |
| 2014 | Addressing Class Imbalance for Improved Recognition of Implicit Discourse Relations. | Junyi Jessy Li, Ani Nenkova |
| 2014 | Optimizing Generative Dialog State Tracker via Cascading Gradient Descent. | Byung-Jun Lee, Woosang Lim, Daejoong Kim, Kee-Eung Kim |
| 2014 | Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization. | Sungjin Lee |
| 2014 | Keynote: Language Adaptation. | Lillian Lee |
| 2014 | Sequential Labeling for Tracking Dynamic Dialog States. | Seokhwan Kim, Rafael E. Banchs |