| Out-of-Task Training for Dialog State Tracking Models | Nov 18, 2020 | dialog state trackingMulti-Task Learning | —Unverified | 0 |
| Energy-based Neural Modelling for Large-Scale Multiple Domain Dialogue State Tracking | Nov 1, 2020 | dialog state trackingDialogue State Tracking | —Unverified | 0 |
| Conversational Semantic Parsing for Dialog State Tracking | Oct 24, 2020 | Decoderdialog state tracking | CodeCode Available | 1 |
| Conversational Semantic Parsing | Sep 28, 2020 | dialog state trackingSemantic Parsing | —Unverified | 0 |
| Zero-shot Multi-Domain Dialog State Tracking Using Descriptive Rules | Sep 17, 2020 | Descriptivedialog state tracking | —Unverified | 0 |
| A Fast and Robust BERT-based Dialogue State Tracker for Schema-Guided Dialogue Dataset | Aug 27, 2020 | Data Augmentationdialog state tracking | CodeCode Available | 0 |
| How to Tame Your Data: Data Augmentation for Dialog State Tracking | Jul 1, 2020 | Data Augmentationdialog state tracking | —Unverified | 0 |
| L'adaptabilit\'e comme comp\'etence pour les syst\`emes de dialogue orient\'es t\^ache (Adaptability as a skill for goal-oriented dialog systems) | Jun 1, 2020 | dialog state trackingGoal-Oriented Dialog | —Unverified | 0 |
| Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources | May 20, 2020 | dialog state trackingWord Embeddings | CodeCode Available | 0 |
| Schema-Guided Natural Language Generation | May 11, 2020 | dialog state trackingText Generation | CodeCode Available | 1 |
| TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking | May 6, 2020 | dialog state trackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| Show Us the Way: Learning to Manage Dialog from Demonstrations | Apr 17, 2020 | dialog state trackingManagement | —Unverified | 0 |
| Non-Autoregressive Dialog State Tracking | Feb 19, 2020 | dialog state trackingDialogue State Tracking | CodeCode Available | 1 |
| MA-DST: Multi-Attention Based Scalable Dialog State Tracking | Feb 7, 2020 | dialog state tracking | —Unverified | 0 |
| Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation | Jan 23, 2020 | Data Augmentationdialog state tracking | CodeCode Available | 0 |
| The Eighth Dialog System Technology Challenge | Nov 14, 2019 | dialog state tracking | —Unverified | 0 |
| Cross-lingual Semantic Specialization via Lexical Relation Induction | Nov 1, 2019 | dialog state trackingLexical Simplification | —Unverified | 0 |
| A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems | Oct 28, 2019 | dialog state trackingDialogue State Tracking | —Unverified | 0 |
| Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking | Oct 8, 2019 | dialog state trackingMulti-domain Dialogue State Tracking | CodeCode Available | 1 |
| MOSS: End-to-End Dialog System Framework with Modular Supervision | Sep 12, 2019 | Decoderdialog state tracking | CodeCode Available | 0 |
| Dialog State Tracking with Reinforced Data Augmentation | Aug 21, 2019 | Data Augmentationdialog state tracking | —Unverified | 0 |
| Dialog State Tracking: A Neural Reading Comprehension Approach | Aug 6, 2019 | dialog state trackingMachine Reading Comprehension | —Unverified | 0 |
| An Incremental Turn-Taking Model For Task-Oriented Dialog Systems | May 28, 2019 | dialog state tracking | CodeCode Available | 0 |
| Decay-Function-Free Time-Aware Attention to Context and Speaker Indicator for Spoken Language Understanding | Mar 20, 2019 | dialog state trackingSpoken Language Understanding | CodeCode Available | 0 |
| PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform | Nov 1, 2018 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization | Sep 11, 2018 | Cross-Lingual Transferdialog state tracking | CodeCode Available | 0 |
| Explicit Retrofitting of Distributional Word Vectors | Jul 1, 2018 | dialog state trackingLexical Simplification | —Unverified | 0 |
| Tracking of enriched dialog states for flexible conversational information access | Nov 9, 2017 | Conversational Information Accessdialog state tracking | —Unverified | 0 |
| An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog | Aug 20, 2017 | dialog state tracking | —Unverified | 0 |
| Encoding Word Confusion Networks with Recurrent Neural Networks for Dialog State Tracking | Jul 18, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Hybrid Dialog State Tracker with ASR Features | Feb 21, 2017 | dialog state trackingslot-filling | —Unverified | 0 |
| The Dialog State Tracking Challenge with Bayesian Approach | Feb 20, 2017 | dialog state tracking | —Unverified | 0 |
| A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking | Jan 23, 2017 | dialog state trackingTranslation | —Unverified | 0 |
| Gated End-to-End Memory Networks | Oct 13, 2016 | dialog state trackingQuestion Answering | CodeCode Available | 0 |
| Task Lineages: Dialog State Tracking for Flexible Interaction | Sep 1, 2016 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| Spectral decomposition method of dialog state tracking via collective matrix factorization | Jun 16, 2016 | dialog state trackingManagement | —Unverified | 0 |
| Dialog state tracking, a machine reading approach using Memory Network | Jun 13, 2016 | dialog state trackingManagement | —Unverified | 0 |
| Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning | Jun 8, 2016 | Deep Reinforcement Learningdialog state tracking | CodeCode Available | 0 |
| Learning End-to-End Goal-Oriented Dialog | May 24, 2016 | dialog state trackingGoal-Oriented Dialog | CodeCode Available | 0 |
| Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task | May 7, 2016 | dialog state trackingSpoken Language Understanding | —Unverified | 0 |
| Robust Dialog State Tracking for Large Ontologies | May 7, 2016 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Hybrid Dialog State Tracker | Oct 13, 2015 | BIG-bench Machine Learningdialog state tracking | —Unverified | 0 |
| YARBUS : Yet Another Rule Based belief Update System | Jul 24, 2015 | dialog state tracking | CodeCode Available | 0 |
| Recurrent Polynomial Network for Dialogue State Tracking | Jul 14, 2015 | dialog state trackingDialogue State Tracking | —Unverified | 0 |
| The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems | Jun 30, 2015 | Answer SelectionConversational Response Selection | CodeCode Available | 0 |
| Multi-domain Dialog State Tracking using Recurrent Neural Networks | Jun 23, 2015 | dialog state tracking | —Unverified | 0 |
| Compr\'ehension automatique de la parole sans donn\'ees de r\'ef\'erence | Jun 1, 2015 | dialog state trackingZero-Shot Learning | —Unverified | 0 |
| Web-style ranking and SLU combination for dialog state tracking | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| Markovian Discriminative Modeling for Dialog State Tracking | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization | Jun 1, 2014 | dialog state trackingSpeech Recognition | —Unverified | 0 |