| AGATA | Automatic generation of IAML from text acquisition |
| ASD | Autistic spectrum disorder |
| ASK | Alexa Skills Kit |
| AI | Artificial intelligence |
| AIML | Artificial-intelligence Markup Language |
| ASR | Automatic speech recognition |
| ASRU | Automatic speech recognition |
| B2B | Business to business |
| CA | Conversational agents |
| CCG | Combinatory categorial grammar |
| CFG | Context-free grammar |
| CORGI | Commonsense reasoning by instruction |
| CTGAN | Conditional text generative adversarial network |
| DAN | Deep average network |
| DBN | Dynamic Bayesian network |
| DNN | Deep neural network |
| DSTC | Dialogue-state-tracking Challenge |
| DOAJ | Directory of open-access journals |
| DRL | Deep reinforcement learning |
| DRQN | Deep recurrent QNetwork |
| DSTC | Dialogue system technology challenge |
| ECA | Embodied conversational agent |
| ED | Emotion detection |
| EQ | Emotional quotient |
| FAQ | Frequently asked questions |
| GAN | Generative adversarial network |
| HQ | Hedonic quality |
| HRED | Hierarchical recurrent encoder–decoder |
| IoT | Internet of Things |
| IQ | Intelligence quotient |
| IR | Information retrieval |
| IRIS | Informal response interactive system |
| IS | Information systems |
| ITS | Intelligent tutoring systems |
| IVR | Interactive voice response |
| JA | Joint attention |
| LD | Linear dichroism |
| LIA | Learning by instruction agent |
| LSA | Latent semantic analysis |
| LSTM | Long short-term memory |
| MDP | Markov decision process |
| MDPI | Multidisciplinary Digital Publishing Institute |
| ML | Machine learning |
| MMI | Maximum mutual information |
| MOOC | Massive open online course |
| MT | Machine translation |
| NBT | Neural belief tracking |
| NLG | Natural-language generation |
| NLP | Natural-language processing |
| NLU | Natural-language understanding |
| PCFG | Probabilistic context-free grammar |
| POS | Part-of-speech |
| PBD | Programming-by-demonstration |
| RNN | Recurrent neural network |
| ROUGE | Recall-oriented understudy for gisting evaluation |
| SAR | Socially assistive robotics |
| SCE | Socio-cognitive engineering |
| SGD | Schema-guided dialogue |
| SL | Sign language |
| SQUAD | Stanford question-answering dataset |
| SSA | Sensibleness and specificity average |
| SVM | Support vector machine |
| TF-IDF | Term frequency inverse document frequency |
| TLA | Three-letter acronym |
| UX | User experience |